851 MCP Servers

Find Model Context Protocol servers for AI integration

AI & ML

151
View 1mcp/agent

1mcp/agent

by 1mcp-app

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

Aggregation Design & Creative Agent Frameworks +1
typescript macos, windows
...
View WayStation-ai/mcp

WayStation-ai/mcp

by waystation-ai

Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.

Aggregation Integration AI & ML
macos, windows
...
View Narasimhaponnada/mermaid-mcp

Narasimhaponnada/mermaid-mcp

by Narasimhaponnada

AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server`

Design & Creative Integration AI & ML
typescript macos, windows
...
View aashari/mcp-server-aws-sso

aashari/mcp-server-aws-sso

by aashari

AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.

Cloud Platforms Integration AI & ML
typescript
...
View alexei-led/k8s-mcp-server

alexei-led/k8s-mcp-server

by alexei-led

A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.

Cloud Platforms AI & ML
python
...
View aliyun/alibaba-cloud-ops-mcp-server

aliyun/alibaba-cloud-ops-mcp-server

by aliyun

A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.

Cloud Platforms AI & ML
python
...
View cyclops-ui/mcp-cyclops

cyclops-ui/mcp-cyclops

by cyclops-ui

An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction

Cloud Platforms Design & Creative Agent Frameworks +1
go
...
View nwiizo/tfmcp

nwiizo/tfmcp

by nwiizo

🦀 🏠 \- A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.

Cloud Platforms AI & ML
...
View StacklokLabs/mkp

StacklokLabs/mkp

by StacklokLabs

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.

Cloud Platforms AI & ML Knowledge & Memory
go
...
View nesquikm/mcp-rubber-duck

nesquikm/mcp-rubber-duck

by nesquikm

An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives

Code Generation Design & Creative Agent Frameworks +1
typescript
...
View aymericzip/intlayer

aymericzip/intlayer

by aymericzip

A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.

Command Line AI & ML
typescript
...
View sonirico/mcp-shell

sonirico/mcp-shell

by sonirico

🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.

Command Line AI & ML
...
View elie222/inbox-zero

elie222/inbox-zero

by elie222

An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.

Communication Search AI & ML
python
...
View OverQuotaAI/chatterboxio-mcp-server

OverQuotaAI/chatterboxio-mcp-server

by OverQuotaAI

MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.

Communication AI Chatbots (Consumer) Agent Frameworks +1
typescript
...
View hustcc/mcp-mermaid

hustcc/mcp-mermaid

by hustcc

Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.

Customer Data Platforms Data & Analysis Sales & CRM +1
typescript
...
View Canner/wren-engine

Canner/wren-engine

by Canner

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

Database Data & Analysis Agent Frameworks +1
python
...
View memgraph/mcp-memgraph

memgraph/mcp-memgraph

by memgraph

Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.

Database Data & Analysis Search +1
python
...
View neo4j-contrib/mcp-neo4j

neo4j-contrib/mcp-neo4j

by neo4j-contrib

Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)

Database Data & Analysis AI & ML +1
python
...
View mattijsdp/dbt-docs-mcp

mattijsdp/dbt-docs-mcp

by mattijsdp

MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.

Data & Analysis AI & ML Cloud Platforms
python
...
View alkemiai/alkemi-mcp

alkemiai/alkemi-mcp

by alkemi-ai

MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.

Data & Analysis Search AI & ML
typescript
...
View aashari/mcp-server-atlassian-bitbucket

aashari/mcp-server-atlassian-bitbucket

by aashari

Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.

Development Tools Integration AI & ML +1
typescript
...
View aashari/mcp-server-atlassian-confluence

aashari/mcp-server-atlassian-confluence

by aashari

Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.

Development Tools Writing & Content Integration +1
typescript
...
View aashari/mcp-server-atlassian-jira

aashari/mcp-server-atlassian-jira

by aashari

Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.

Development Tools Integration AI & ML +1
typescript
...
View ArchAI-Labs/fastmcp-sonarqube-metrics

ArchAI-Labs/fastmcp-sonarqube-metrics

by ArchAI-Labs

A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.

Development Tools Design & Creative AI & ML +1
python macos, windows
...
View wyattjoh/jsr-mcp

wyattjoh/jsr-mcp

by wyattjoh

Model Context Protocol server for the JSR (JavaScript Registry)

Development Tools AI & ML Knowledge & Memory
typescript
...
View buildkite/buildkite-mcp-server

buildkite/buildkite-mcp-server

by buildkite

Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.

Development Tools Design & Creative AI & ML
go macos, windows
...
View cqfn/aibolit-mcp-server

cqfn/aibolit-mcp-server

by cqfn

Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'

Development Tools Agent Frameworks AI & ML
java
...
View gofireflyio/firefly-mcp

gofireflyio/firefly-mcp

by gofireflyio

Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai/).

Development Tools Search AI & ML +1
typescript
...
View Hypersequent/qasphere-mcp

Hypersequent/qasphere-mcp

by Hypersequent

Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

Development Tools Search Integration +1
typescript
...
View InditexTech/mcp-server-simulator-ios-idb

InditexTech/mcp-server-simulator-ios-idb

by InditexTech

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

Development Tools AI & ML Knowledge & Memory +1
typescript macos
...
View ios-simulator-mcp

ios-simulator-mcp

by joshuayoes

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.

Development Tools Design & Creative AI & ML +1
typescript macos
...
View jasonjmcghee/claude-debugs-for-you

jasonjmcghee/claude-debugs-for-you

by jasonjmcghee

An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

Development Tools AI & ML
typescript
...
View jsdelivr/globalping-mcp-server

jsdelivr/globalping-mcp-server

by jsdelivr

The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.

Development Tools AI & ML
typescript
...
View lpigeon/unitree-go2-mcp-server

lpigeon/unitree-go2-mcp-server

by lpigeon

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

Development Tools Design & Creative AI & ML
python linux
...
View mattjegan/swarmia-mcp

mattjegan/swarmia-mcp

by mattjegan

Read-only MCP server to help gather metrics from [Swarmia](https://github.com/punkpeye/awesome-mcp-servers/blob/main/swarmia.com) for quick reporting.

Development Tools Design & Creative AI & ML
python macos, linux
...
View OpenZeppelin/contracts-wizard

OpenZeppelin/contracts-wizard

by OpenZeppelin

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).

Development Tools Agent Frameworks AI & ML +1
...
View sapientpants/sonarqube-mcp-server

sapientpants/sonarqube-mcp-server

by sapientpants

A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses

Development Tools API AI & ML +1
rust
...
View SDGLBL/mcp-claude-code

SDGLBL/mcp-claude-code

by SDGLBL

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

Development Tools Data & Analysis AI & ML
python
...
View sequa-ai/sequa-mcp

sequa-ai/sequa-mcp

by sequa-ai

Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

Development Tools Design & Creative AI & ML +1
typescript macos, windows
...
View TencentEdgeOne/edgeone-pages-mcp

TencentEdgeOne/edgeone-pages-mcp

by TencentEdgeOne

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

Development Tools Writing & Content AI & ML
typescript
...
View utensils/mcp-nixos

utensils/mcp-nixos

by utensils

MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.

Development Tools AI & ML
python
...
View xzq.xu/jvm-mcp-server

xzq.xu/jvm-mcp-server

by xzq-xu

An implementation project of a JVM-based MCP (Model Context Protocol) server.

Development Tools AI & ML Knowledge & Memory
typescript
...
View yiwenlu66/PiloTY

yiwenlu66/PiloTY

by yiwenlu66

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management

Development Tools Integration Agent Frameworks +1
python
...
View YuChenSSR/multi-ai-advisor

YuChenSSR/multi-ai-advisor

by YuChenSSR

A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.

Development Tools AI & ML Knowledge & Memory
typescript
...
View zenml-io/mcp-zenml

zenml-io/mcp-zenml

by zenml-io

An MCP server to connect with your [ZenML](https://www.zenml.io/) MLOps and LLMOps pipelines

Development Tools Integration AI & ML
python
...
View jjsantos01/jupyter-notebook-mcp

jjsantos01/jupyter-notebook-mcp

by jjsantos01

connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.

Data Science Data & Analysis Integration +1
python
...
View isaacphi/mcp-gdrive

isaacphi/mcp-gdrive

by isaacphi

Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.

File Systems AI & ML Knowledge & Memory
typescript
...
View armorwallet/armor-crypto-mcp

armorwallet/armor-crypto-mcp

by armorwallet

MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.

Finance AI & ML
python
...
View bitteprotocol/mcp

bitteprotocol/mcp

by BitteProtocol

Bitte Protocol integration to run AI Agents on several blockchains.

Finance Integration Agent Frameworks +1
typescript
...
View chargebee/mcp

chargebee/mcp

by chargebee

MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).

Finance Integration Agent Frameworks +1
typescript
...
View intentos-labs/beeper-mcp

intentos-labs/beeper-mcp

by intentos-labs

Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.

Finance AI & ML
python
...
View kukapay/binance-alpha-mcp

kukapay/binance-alpha-mcp

by kukapay

An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.

Finance Agent Frameworks AI & ML
python
...
View kukapay/blockbeats-mcp

kukapay/blockbeats-mcp

by kukapay

An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.

Finance Writing & Content Agent Frameworks +1
python
...
View kukapay/bridge-rates-mcp

kukapay/bridge-rates-mcp

by kukapay

Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.

Finance Agent Frameworks AI & ML
typescript
...
View kukapay/chainlist-mcp

kukapay/chainlist-mcp

by kukapay

An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.

Finance Agent Frameworks AI & ML
typescript
...
View kukapay/pumpswap-mcp

kukapay/pumpswap-mcp

by kukapay

Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.

Finance Agent Frameworks AI & ML
python
...
View kukapay/raydium-launchlab-mcp

kukapay/raydium-launchlab-mcp

by kukapay

An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).

Finance Agent Frameworks AI & ML
python
...
View kukapay/sui-trader-mcp

kukapay/sui-trader-mcp

by kukapay

An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.

Finance Design & Creative Agent Frameworks +1
typescript
...
View kukapay/token-minter-mcp

kukapay/token-minter-mcp

by kukapay

An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.

Finance Agent Frameworks AI & ML
python
...
View kukapay/wallet-inspector-mcp

kukapay/wallet-inspector-mcp

by kukapay

An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.

Finance Agent Frameworks AI & ML
python
...
View mcpdotdirect/evm-mcp-server

mcpdotdirect/evm-mcp-server

by mcpdotdirect

Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.

Finance AI & ML
typescript
...
View mcpdotdirect/starknet-mcp-server

mcpdotdirect/starknet-mcp-server

by mcpdotdirect

Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.

Finance Integration AI & ML
typescript
...
View QuentinCody/braintree-mcp-server

QuentinCody/braintree-mcp-server

by QuentinCody

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

Finance Sales & CRM Agent Frameworks +1
python
...
View ThomasMarches/substrate-mcp-rs

ThomasMarches/substrate-mcp-rs

by ThomasMarches

An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.

Finance Design & Creative AI & ML
rust
...
View Wuye-AI/mcp-server-wuye-ai

Wuye-AI/mcp-server-wuye-ai

by wuye-ai

An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.

Finance AI & ML
typescript
...
View kaliaboi/mcp-zotero

kaliaboi/mcp-zotero

by kaliaboi

A connector for LLMs to work with collections and sources on your Zotero Cloud

Knowledge & Memory Integration AI & ML +1
typescript
...
View ragieai/mcp-server

ragieai/mcp-server

by ragieai

Retrieve context from your [Ragie](https://www.ragie.ai/) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.

Knowledge & Memory Integration AI & ML +1
typescript
...
View JamesANZ/memory-mcp

JamesANZ/memory-mcp

by JamesANZ

An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.

Knowledge & Memory Database AI Chatbots (Consumer) +1
typescript
...
View iplocate/mcp-server-iplocate

iplocate/mcp-server-iplocate

by iplocate

Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io

Location Services Search AI & ML
typescript
...
View seekrays/mcp-monitor

seekrays/mcp-monitor

by seekrays

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.(support CPU、Memory、Disk、Network、Host、Process)

Monitoring AI & ML Knowledge & Memory
go
...
View imprvhub/mcp-status-observer

imprvhub/mcp-status-observer

by imprvhub

Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.

Monitoring AI & ML Knowledge & Memory
typescript
...
View yshngg/pmcp

yshngg/pmcp

by yshngg

A Prometheus Model Context Protocol Server.

Monitoring Design & Creative AI & ML +1
go macos, windows
...
View nyxn-ai/NyxDocs

nyxn-ai/NyxDocs

by nyxn-ai

Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).

Search Data & Analysis AI & ML
python
...
View imprvhub/mcp-domain-availability

imprvhub/mcp-domain-availability

by imprvhub

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

Search Data & Analysis AI & ML +1
python
...
View imprvhub/mcp-claude-hackernews

imprvhub/mcp-claude-hackernews

by imprvhub

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

Search Data & Analysis Integration +1
typescript
...
View 13bm/GhidraMCP

13bm/GhidraMCP

by 13bm

MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.

Security & Privacy Data & Analysis AI & ML +1
python
...
View jtang613/GhidrAssistMCP

jtang613/GhidrAssistMCP

by jtang613

A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.

Security & Privacy Design & Creative AI & ML +1
java
...
View mrexodia/ida-pro-mcp

mrexodia/ida-pro-mcp

by mrexodia

MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.

Security & Privacy Data & Analysis AI & ML
python
...
View nickpending/mcp-recon

nickpending/mcp-recon

by nickpending

Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.

Security & Privacy Data & Analysis AI Chatbots (Consumer) +1
go
...
View zinja-coder/jadx-ai-mcp

zinja-coder/jadx-ai-mcp

by zinja-coder

JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.

Security & Privacy Development Tools AI & ML +1
java
...
View effytech/freshdesk-mcp

effytech/freshdesk-mcp

by effytech

MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.

Support & Service Management AI & ML
python
...
View mberg/kokoro-tts-mcp

mberg/kokoro-tts-mcp

by mberg

MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.

Text-to-Speech Voice & Audio AI AI & ML
python
...
View r-huijts/ns-mcp-server

r-huijts/ns-mcp-server

by r-huijts

Access Dutch Railways (NS) travel information, schedules, and real-time updates

Travel & Transportation Design & Creative AI & ML
typescript
...
View tubasasakunn/context-apps-mcp

tubasasakunn/context-apps-mcp

by tubasasakunn

AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.

Productivity & Organization Design & Creative Integration +1
typescript macos, windows
...
View ankitmalik84/notion-mcp-server

ankitmalik84/notion-mcp-server

by ankitmalik84

A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.

Integration AI & ML Knowledge & Memory
python
...
View fotoetienne/gqai

fotoetienne/gqai

by fotoetienne

Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.

Integration API AI & ML
...
View gwbischof/free-will-mcp

gwbischof/free-will-mcp

by gwbischof

Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.

Integration AI & ML
python
...
View ivo-toby/contentful-mcp

ivo-toby/contentful-mcp

by ivo-toby

Update, create, delete content, content-models and assets in your Contentful Space

Integration Writing & Content AI & ML
typescript
...
View kimtth/mcp-remote-call-ping-pong

kimtth/mcp-remote-call-ping-pong

by kimtth

An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

Integration Education & Learning AI & ML +1
python
...
View wanaku-ai/wanaku

wanaku-ai/wanaku

by wanaku-ai

☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.

Integration Business & Marketing Agent Frameworks +1
...
View imprvhub/mcp-claude-spotify

imprvhub/mcp-claude-spotify

by imprvhub

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

Integration AI & ML Knowledge & Memory
typescript
...

AI Chatbots (Consumer)

5
View PhononX/cv-mcp-server

PhononX/cv-mcp-server

by PhononX

MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app/). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app/).

Communication Design & Creative Voice & Audio AI +1
typescript macos, windows
...
View OverQuotaAI/chatterboxio-mcp-server

OverQuotaAI/chatterboxio-mcp-server

by OverQuotaAI

MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.

Communication AI Chatbots (Consumer) Agent Frameworks +1
typescript
...
View skysqlinc/skysql-mcp

skysqlinc/skysql-mcp

by skysqlinc

Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.

Database Data & Analysis AI Chatbots (Consumer) +1
...
View JamesANZ/memory-mcp

JamesANZ/memory-mcp

by JamesANZ

An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.

Knowledge & Memory Database AI Chatbots (Consumer) +1
typescript
...
View nickpending/mcp-recon

nickpending/mcp-recon

by nickpending

Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.

Security & Privacy Data & Analysis AI Chatbots (Consumer) +1
go
...

API

168
View hamflx/imagen3-mcp

hamflx/imagen3-mcp

by hamflx

A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.

API Media Aggregation
typescript macos, windows
...
View wegotdocs/open-mcp

wegotdocs/open-mcp

by wegotdocs

Turn a web API into an MCP server in 10 seconds and add it to the open source registry: [https://open-mcp.org](https://open-mcp.org/)

API Web Aggregation
typescript macos, windows
...
View drakonkat/wizzy-mcp-tmdb

drakonkat/wizzy-mcp-tmdb

by drakonkat

A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.

Database Data & Analysis API +2
typescript
...
View mikechao/metmuseum-mcp

mikechao/metmuseum-mcp

by mikechao

Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.

API Search Art & Culture
typescript
...
View r-huijts/oorlogsbronnen-mcp

r-huijts/oorlogsbronnen-mcp

by r-huijts

Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)

API Art & Culture
typescript
...
View longevity-genie/biothings-mcp

longevity-genie/biothings-mcp

by longevity-genie

MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.

API Biology, Medicine and Bioinformatics
python
...
View wso2/fhir-mcp-server

wso2/fhir-mcp-server

by wso2

Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.

Data & Analysis API Search +2
python
...
View freema/firefox-devtools-mcp

freema/firefox-devtools-mcp

by freema

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

API Web Automation +2
typescript
...
View pskill9/web-search

pskill9/web-search

by pskill9

An MCP server that enables free web searching using Google search results, with no API keys required.

API Search Web +1
typescript
View bright8192/esxi-mcp-server

bright8192/esxi-mcp-server

by bright8192

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

API Cloud Platforms
python
...
View pulumi/mcp-server

pulumi/mcp-server

by pulumi

MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.

API Automation Cloud Platforms
typescript
...
View chaindead/telegram-mcp

chaindead/telegram-mcp

by chaindead

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status

Data & Analysis API Communication
go
...
View chigwell/telegram-mcp

chigwell/telegram-mcp

by chigwell

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.

Data & Analysis API Communication
python
...
View sawa-zen/vrchat-mcp

sawa-zen/vrchat-mcp

by sawa-zen

📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.

API Communication
...
View softeria/ms-365-mcp-server

softeria/ms-365-mcp-server

by softeria

MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)

API Files Communication
typescript
...
View centralmind/gateway

centralmind/gateway

by centralmind

MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase

Database Data & Analysis API
go macos, windows
...
View freema/mcp-gsheets

freema/mcp-gsheets

by freema

MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.

API Database
typescript
...
View VictoriaMetrics-Community/mcp-victorialogs

VictoriaMetrics-Community/mcp-victorialogs

by VictoriaMetrics-Community

Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.

API Productivity & Organization Database
go
...
View xing5/mcp-google-sheets

xing5/mcp-google-sheets

by xing5

A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.

API Database
python
...
View jwaxman19/qlik-mcp

jwaxman19/qlik-mcp

by jwaxman19

MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.

Data & Analysis API Security & Privacy
typescript
...
View keboola/keboola-mcp-server

keboola/keboola-mcp-server

by keboola

interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.

Data & Analysis API
python
...
View yashshingvi/databricks-genie-MCP

yashshingvi/databricks-genie-MCP

by yashshingvi

A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.

Database Data & Analysis API
python
...
View gitkraken/gk-cli

gitkraken/gk-cli

by gitkraken

A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.

API Development Tools
go macos, windows
...
View PromptExecution/cratedocs-mcp

PromptExecution/cratedocs-mcp

by promptexecution

Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.

API Development Tools
rust
...
View hijaz/postmancer

hijaz/postmancer

by hijaz

A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.

API Development Tools
typescript
...
View IlyaGulya/gradle-mcp-server

IlyaGulya/gradle-mcp-server

by IlyaGulya

Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting

API Productivity & Organization Development Tools
...
View Inspizzz/jetbrains-datalore-mcp

Inspizzz/jetbrains-datalore-mcp

by inspizzz

MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )

Data & Analysis API Files +1
python
...
View janreges/ai-distiller-mcp

janreges/ai-distiller-mcp

by janreges

Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.

API Development Tools
go
...
View Jktfe/serveMyAPI

Jktfe/serveMyAPI

by Jktfe

A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.

API Development Tools
typescript macos
...
View mobile-next/mobile-mcp

mobile-next/mobile-mcp

by mobile-next

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.

API Development Tools Automation
typescript macos, linux
...
View ooples/token-optimizer-mcp

ooples/token-optimizer-mcp

by ooples

Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.

API Development Tools Monitoring
typescript macos, windows
...
View ReAPI-com/mcp-openapi

ReAPI-com/mcp-openapi

by ReAPI-com

MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data

Data & Analysis API Development Tools
typescript
...
View sapientpants/sonarqube-mcp-server

sapientpants/sonarqube-mcp-server

by sapientpants

A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses

Development Tools API AI & ML +1
rust
...
View yWorks/mcp-typescribe

yWorks/mcp-typescribe

by yWorks

MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

API Development Tools
typescript
...
View zaizaizhao/mcp-swagger-server

zaizaizhao/mcp-swagger-server

by zaizaizhao

A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.

API Development Tools
typescript
...
View araa47/jupiter-mcp

araa47/jupiter-mcp

by araa47

Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )

API Search Finance
python
...
View base/base-mcp

base/base-mcp

by base

Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations

API Finance
typescript
...
View codex-data/codex-mcp

codex-data/codex-mcp

by Codex-Data

[Codex API](https://www.codex.io/) integration for real-time enriched blockchain and market data on 60+ networks

Data & Analysis API Development Tools +1
typescript
...
View coinpaprika/dexpaprika-mcp

coinpaprika/dexpaprika-mcp

by coinpaprika

Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com/) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.

Data & Analysis API Finance
typescript macos, windows
...
View glaksmono/finbud-data-mcp

glaksmono/finbud-data-mcp

by glaksmono

Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.

Data & Analysis API Development Tools +1
typescript
...
View laukikk/alpaca-mcp

laukikk/alpaca-mcp

by laukikk

An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.

Data & Analysis API Finance
python
...
View longportapp/openapi

longportapp/openapi

by longportapp

🐍 ☁️ \- LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.

Data & Analysis API Finance
...
View QuantGeekDev/coincap-mcp

QuantGeekDev/coincap-mcp

by QuantGeekDev

Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys

Data & Analysis API Finance
typescript
...
View tatumio/blockchain-mcp

tatumio/blockchain-mcp

by tatumio

MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.

Data & Analysis API Finance
...
View twelvedata/mcp

twelvedata/mcp

by twelvedata

Interact with [Twelve Data](https://twelvedata.com/) APIs to access real-time and historical financial market data for your AI agents.

Data & Analysis API Finance
python
...
View ddsky/gamebrain-api-clients

ddsky/gamebrain-api-clients

by ddsky

Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).

API Search Media +1
...
View kkjdaniel/bgg-mcp

kkjdaniel/bgg-mcp

by kkjdaniel

An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).

Data & Analysis API Entertainment
go
...
View cameronrye/openzim-mcp

cameronrye/openzim-mcp

by cameronrye

Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.

API Search Knowledge & Memory
python
...
View shinpr/mcp-local-rag

shinpr/mcp-local-rag

by shinpr

Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required.

API Files Search +1
typescript
...
View devilcoder01/weather-mcp-server

devilcoder01/weather-mcp-server

by devilcoder01

Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.

Data & Analysis API Location Services
python
...
View ip2location/mcp-ip2location-io

ip2location/mcp-ip2location-io

by ip2location

Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.

API Location Services
python
...
View SaintDoresh/Weather-MCP-ClaudeDesktop

SaintDoresh/Weather-MCP-ClaudeDesktop

by SaintDoresh

An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.

Data & Analysis API Location Services
python
...
View stadiamaps/stadiamaps-mcp-server-ts

stadiamaps/stadiamaps-mcp-server-ts

by stadiamaps

A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps

API Location Services
typescript
...
View trackmage/trackmage-mcp-server

trackmage/trackmage-mcp-server

by trackmage

Shipment tracking api and logistics management capabilities through the \[TrackMage API\] ( [https://trackmage.com/](https://trackmage.com/))

API Location Services
typescript
...
View VictoriaMetrics-Community/mcp-victoriametrics

VictoriaMetrics-Community/mcp-victoriametrics

by VictoriaMetrics-Community

Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances

API Productivity & Organization Monitoring
go
...
View Aas-ee/open-webSearch

Aas-ee/open-webSearch

by Aas-ee

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

API Search Web
python
...
View urlbox/urlbox-mcp-server

urlbox/urlbox-mcp-server

by urlbox

📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting web content (Markdown, metadata, and HTML) via the [Urlbox](https://urlbox.com/) API.

Data & Analysis API Web +2
...
View chanmeng/google-news-mcp-server

chanmeng/google-news-mcp-server

by ChanMeng666

Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).

API Search
typescript
...
View isnow890/naver-search-mcp

isnow890/naver-search-mcp

by isnow890

MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

Data & Analysis API Search
typescript
...
View just-every/mcp-screenshot-website-fast

just-every/mcp-screenshot-website-fast

by just-every

Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.

API Search
typescript
...
View ricocf/mcp-wolframalpha

ricocf/mcp-wolframalpha

by ricocf

An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

Data & Analysis API Search
python
...
View scrapeless-ai/scrapeless-mcp-server

scrapeless-ai/scrapeless-mcp-server

by scrapeless-ai

The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.

API Search Web
python
...
View BurtTheCoder/mcp-shodan

BurtTheCoder/mcp-shodan

by BurtTheCoder

MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.

API Search Development Tools +1
typescript windows
...
View BurtTheCoder/mcp-virustotal

BurtTheCoder/mcp-virustotal

by BurtTheCoder

MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.

API Files Security & Privacy
typescript windows
...
View fr0gger/MCP\Security

fr0gger/MCP\Security

by fr0gger

MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.

API Security & Privacy
typescript
...
View Gaffx/volatility-mcp

Gaffx/volatility-mcp

by Gaffx

MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.

API Security & Privacy
...
View rad-security/mcp-server

rad-security/mcp-server

by rad-security

MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.

Data & Analysis API Security & Privacy
typescript
...
View roadwy/cve-search\mcp

roadwy/cve-search\mcp

by roadwy

A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.

API Search Security & Privacy
python
...
View HaroldFinchIFT/vuln-nist-mcp-server

HaroldFinchIFT/vuln-nist-mcp-server

by HaroldFinchIFT

A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.

Database Data & Analysis API +1
python macos, windows
...
View HagaiHen/facebook-mcp-server

HagaiHen/facebook-mcp-server

by HagaiHen

Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.

API Media Social Media
python
...
View karanb192/reddit-buddy-mcp

karanb192/reddit-buddy-mcp

by karanb192

Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.

API Search Social Media
typescript
...
View kunallunia/twitter-mcp

kunallunia/twitter-mcp

by LuniaKunal

All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.

API Monitoring Social Media
python
...
View guillochon/mlb-api-mcp

guillochon/mlb-api-mcp

by guillochon

MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.

API Sports
python
...
View mikechao/balldontlie-mcp

mikechao/balldontlie-mcp

by mikechao

MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB

API Sports
typescript
...
View r-huijts/strava-mcp

r-huijts/strava-mcp

by r-huijts

A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs

Data & Analysis API Sports
typescript
...
View willvelida/mcp-afl-server

willvelida/mcp-afl-server

by willvelida

MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.

API Sports
...
View translated/lara-mcp

translated/lara-mcp

by translated

MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.

API Translation
typescript
...
View mbailey/voice-mcp

mbailey/voice-mcp

by mbailey

Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration

API Text-to-Speech
python
...
View KyrieTangSheng/mcp-server-nationalparks

KyrieTangSheng/mcp-server-nationalparks

by KyrieTangSheng

National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks

API Travel & Transportation
typescript
...
View lucygoodchild/mcp-national-rail

lucygoodchild/mcp-national-rail

by lucygoodchild

An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API

API Travel & Transportation
typescript
...
View pab1it0/tripadvisor-mcp

pab1it0/tripadvisor-mcp

by pab1it0

A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces

Data & Analysis API Travel & Transportation
python
...
View Pradumnasaraf/aviationstack-mcp

Pradumnasaraf/aviationstack-mcp

by Pradumnasaraf

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.

Data & Analysis API Travel & Transportation
python macos, windows
...
View skedgo/tripgo-mcp-server

skedgo/tripgo-mcp-server

by skedgo

Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.

API Travel & Transportation
typescript
...
View QuentinCody/github-graphql-mcp-server

QuentinCody/github-graphql-mcp-server

by QuentinCody

Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.

Data & Analysis API Version Control
python
...
View bivex/kanboard-mcp

bivex/kanboard-mcp

by bivex

A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.

API Productivity & Organization Automation
go
...
View Badhansen/notion-mcp

Badhansen/notion-mcp

by Badhansen

A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.

API Productivity & Organization Integration
python
...
View ekkyarmandi/ticktick-mcp

ekkyarmandi/ticktick-mcp

by ekkyarmandi

[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.

API Productivity & Organization Integration
python
...
View evalstate/mcp-miro

evalstate/mcp-miro

by evalstate

Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.

API Security & Privacy Integration
typescript
...
View fotoetienne/gqai

fotoetienne/gqai

by fotoetienne

Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.

Integration API AI & ML
...
View HenryHaoson/Yuque-MCP-Server

HenryHaoson/Yuque-MCP-Server

by HenryHaoson

📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.

Data & Analysis API Search +1
...
View jagan-shanmugam/climatiq-mcp-server

jagan-shanmugam/climatiq-mcp-server

by jagan-shanmugam

A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.

API Integration
python
...
View KS-GEN-AI/jira-mcp-server

KS-GEN-AI/jira-mcp-server

by KS-GEN-AI

Read jira data via JQL and api and execute requests to create and edit tickets.

Data & Analysis API Integration
typescript macos, windows
...
View QuentinCody/shopify-storefront-mcp-server

QuentinCody/shopify-storefront-mcp-server

by QuentinCody

Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.

Data & Analysis API Integration
python
...
View rae-api-com/rae-mcp

rae-api-com/rae-mcp

by rae-api-com

🏎️ ☁️ 🍎 🪟 🐧 MPC Server to connect your preferred model with [https://rae-api.com](https://rae-api.com/), Roya Academy of Spanish Dictionary

API Integration
...
View roychri/mcp-server-asana

roychri/mcp-server-asana

by roychri

📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.

API Integration
...
View tumf/web3-mcp

tumf/web3-mcp

by tumf

An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.

Data & Analysis API Integration
python
...
View UnitVectorY-Labs/mcp-graphql-forge

UnitVectorY-Labs/mcp-graphql-forge

by UnitVectorY-Labs

A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.

API Integration
go macos, windows
...

Agent Frameworks

36
View 1mcp/agent

1mcp/agent

by 1mcp-app

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

Aggregation Design & Creative Agent Frameworks +1
typescript macos, windows
...
View sitbon/magg

sitbon/magg

by sitbon

Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.

Aggregation Design & Creative Search +1
python macos, windows
...
View the-momentum/fhir-mcp-server

the-momentum/fhir-mcp-server

by the-momentum

MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.

Biology, Medicine and Bioinformatics Search Integration +1
python
...
View cyclops-ui/mcp-cyclops

cyclops-ui/mcp-cyclops

by cyclops-ui

An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction

Cloud Platforms Design & Creative Agent Frameworks +1
go
...
View nesquikm/mcp-rubber-duck

nesquikm/mcp-rubber-duck

by nesquikm

An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives

Code Generation Design & Creative Agent Frameworks +1
typescript
...
View OverQuotaAI/chatterboxio-mcp-server

OverQuotaAI/chatterboxio-mcp-server

by OverQuotaAI

MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.

Communication AI Chatbots (Consumer) Agent Frameworks +1
typescript
...
View Canner/wren-engine

Canner/wren-engine

by Canner

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

Database Data & Analysis Agent Frameworks +1
python
...
View skysqlinc/skysql-mcp

skysqlinc/skysql-mcp

by skysqlinc

Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.

Database Data & Analysis AI Chatbots (Consumer) +1
...
View agent-hanju/char-index-mcp

agent-hanju/char-index-mcp

by agent-hanju

Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.

Development Tools Design & Creative Search +1
python macos, windows
...
View cqfn/aibolit-mcp-server

cqfn/aibolit-mcp-server

by cqfn

Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'

Development Tools Agent Frameworks AI & ML
java
...
View endorhq/cli

endorhq/cli

by endorhq

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.

Development Tools Database Design & Creative +1
typescript macos, windows
...
View etsd-tech/mcp-pointer

etsd-tech/mcp-pointer

by etsd-tech

Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.

Development Tools Design & Creative Image Generation +1
typescript macos, windows
...
View OpenZeppelin/contracts-wizard

OpenZeppelin/contracts-wizard

by OpenZeppelin

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).

Development Tools Agent Frameworks AI & ML +1
...
View yiwenlu66/PiloTY

yiwenlu66/PiloTY

by yiwenlu66

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management

Development Tools Integration Agent Frameworks +1
python
...
View phisanti/MCPR

phisanti/MCPR

by phisanti

Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.

Data Science Data & Analysis Design & Creative +1
macos, windows
...
View bitteprotocol/mcp

bitteprotocol/mcp

by BitteProtocol

Bitte Protocol integration to run AI Agents on several blockchains.

Finance Integration Agent Frameworks +1
typescript
...
View chargebee/mcp

chargebee/mcp

by chargebee

MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).

Finance Integration Agent Frameworks +1
typescript
...
View kukapay/binance-alpha-mcp

kukapay/binance-alpha-mcp

by kukapay

An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.

Finance Agent Frameworks AI & ML
python
...
View kukapay/blockbeats-mcp

kukapay/blockbeats-mcp

by kukapay

An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.

Finance Writing & Content Agent Frameworks +1
python
...
View kukapay/bridge-rates-mcp

kukapay/bridge-rates-mcp

by kukapay

Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.

Finance Agent Frameworks AI & ML
typescript
...
View kukapay/chainlist-mcp

kukapay/chainlist-mcp

by kukapay

An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.

Finance Agent Frameworks AI & ML
typescript
...
View kukapay/pumpswap-mcp

kukapay/pumpswap-mcp

by kukapay

Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.

Finance Agent Frameworks AI & ML
python
...
View kukapay/raydium-launchlab-mcp

kukapay/raydium-launchlab-mcp

by kukapay

An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).

Finance Agent Frameworks AI & ML
python
...
View kukapay/sui-trader-mcp

kukapay/sui-trader-mcp

by kukapay

An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.

Finance Design & Creative Agent Frameworks +1
typescript
...
View kukapay/token-minter-mcp

kukapay/token-minter-mcp

by kukapay

An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.

Finance Agent Frameworks AI & ML
python
...
View kukapay/wallet-inspector-mcp

kukapay/wallet-inspector-mcp

by kukapay

An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.

Finance Agent Frameworks AI & ML
python
...
View QuentinCody/braintree-mcp-server

QuentinCody/braintree-mcp-server

by QuentinCody

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

Finance Sales & CRM Agent Frameworks +1
python
...
View wanaku-ai/wanaku

wanaku-ai/wanaku

by wanaku-ai

☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.

Integration Business & Marketing Agent Frameworks +1
...

Aggregation

18
View 1mcp/agent

1mcp/agent

by 1mcp-app

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

Aggregation Design & Creative Agent Frameworks +1
typescript macos, windows
...
View glenngillen/mcpmcp-server

glenngillen/mcpmcp-server

by glenngillen

A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.

Aggregation Design & Creative Productivity & Organization +1
typescript macos, windows
...
View hamflx/imagen3-mcp

hamflx/imagen3-mcp

by hamflx

A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.

API Media Aggregation
typescript macos, windows
...
View julien040/anyquery

julien040/anyquery

by julien040

Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.

Database Data & Analysis Aggregation
go
...
View metatool-ai/metatool-app

metatool-ai/metatool-app

by metatool-ai

MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.

Utilities Aggregation
typescript macos, windows
...
View mindsdb/mindsdb

mindsdb/mindsdb

by mindsdb

Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).

Database Data & Analysis Aggregation
...
View sitbon/magg

sitbon/magg

by sitbon

Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.

Aggregation Design & Creative Search +1
python macos, windows
...
View sxhxliang/mcp-access-point

sxhxliang/mcp-access-point

by sxhxliang

Turn a web service into an MCP server in one click without making any code changes.

Web Development Tools Aggregation
typescript macos, windows
...
View TheLunarCompany/lunar#mcpx

TheLunarCompany/lunar#mcpx

by TheLunarCompany

MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.

Utilities Aggregation
typescript macos, windows
...
View tigranbs/mcgravity

tigranbs/mcgravity

by tigranbs

A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.

Web Aggregation
typescript
...
View VeriTeknik/pluggedin-mcp-proxy

VeriTeknik/pluggedin-mcp-proxy

by VeriTeknik

A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.

Utilities Aggregation
typescript
...
View WayStation-ai/mcp

WayStation-ai/mcp

by waystation-ai

Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.

Aggregation Integration AI & ML
macos, windows
...
View wegotdocs/open-mcp

wegotdocs/open-mcp

by wegotdocs

Turn a web API into an MCP server in 10 seconds and add it to the open source registry: [https://open-mcp.org](https://open-mcp.org/)

API Web Aggregation
typescript macos, windows
...
View Data-Everything/mcp-server-templates

Data-Everything/mcp-server-templates

by Data-Everything

One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.

Development Tools Aggregation
typescript macos, windows
...
View YangLiangwei/PersonalizationMCP

YangLiangwei/PersonalizationMCP

by YangLiangwei

Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.

Data & Analysis Media Audio +2
python macos, windows
...

Art & Culture

17
View drakonkat/wizzy-mcp-tmdb

drakonkat/wizzy-mcp-tmdb

by drakonkat

A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.

Database Data & Analysis API +2
typescript
...
View cantian-ai/bazi-mcp

cantian-ai/bazi-mcp

by cantian-ai

Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis

Utilities Art & Culture
typescript macos, windows
...
View raveenb/fal-mcp-server

raveenb/fal-mcp-server

by raveenb

Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop

Media Audio Art & Culture
python
...
View mikechao/metmuseum-mcp

mikechao/metmuseum-mcp

by mikechao

Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.

API Search Art & Culture
typescript
...
View omni-mcp/isaac-sim-mcp

omni-mcp/isaac-sim-mcp

by omni-mcp

A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.

Utilities Art & Culture
typescript
...
View peek-travel/mcp-intro

peek-travel/mcp-intro

by peek-travel

Remote MCP Server for discovering and planning experiences, at home and on vacation

Utilities Art & Culture
macos, windows
...
View r-huijts/oorlogsbronnen-mcp

r-huijts/oorlogsbronnen-mcp

by r-huijts

Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)

API Art & Culture
typescript
...
View samuelgursky/davinci-resolve-mcp

samuelgursky/davinci-resolve-mcp

by samuelgursky

MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control

Media Art & Culture
python
...

Audio

9
View YangLiangwei/PersonalizationMCP

YangLiangwei/PersonalizationMCP

by YangLiangwei

Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.

Data & Analysis Media Audio +2
python macos, windows
...
View raveenb/fal-mcp-server

raveenb/fal-mcp-server

by raveenb

Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop

Media Audio Art & Culture
python
...
View Tommertom/sonos-ts-mcp

Tommertom/sonos-ts-mcp

by Tommertom

Comprehensive Sonos audio system control through pure TypeScript implementation. Features complete device discovery, multi-room playback management, queue control, music library browsing, alarm management, real-time event subscriptions, and audio EQ settings. Includes 50+ tools for seamless smart home audio automation via UPnP/SOAP protocols.

Development Tools Audio Automation +1
typescript macos, windows
...
View lfnovo/content-core

lfnovo/content-core

by lfnovo

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

Files Web Media +2
python
...
View daisys-ai/daisys-mcp

daisys-ai/daisys-mcp

by daisys-ai

Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.

Audio Text-to-Speech
python macos, windows
...
View transcribe-app/mcp-transcribe

transcribe-app/mcp-transcribe

by transcribe-app

This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.

Files Media Audio +1
typescript
...
View evalstate/mcp-hfspace

evalstate/mcp-hfspace

by evalstate

Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.

Productivity & Organization Media Audio +2
typescript
...
View mediar-ai/screenpipe

mediar-ai/screenpipe

by mediar-ai

🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.

Database Search Audio +1
...

Automation

25
View glenngillen/mcpmcp-server

glenngillen/mcpmcp-server

by glenngillen

A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.

Aggregation Design & Creative Productivity & Organization +1
typescript macos, windows
...
View freema/firefox-devtools-mcp

freema/firefox-devtools-mcp

by freema

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

API Web Automation +2
typescript
...
View PhungXuanAnh/selenium-mcp-server

PhungXuanAnh/selenium-mcp-server

by PhungXuanAnh

A Model Context Protocol server providing web automation capabilities through Selenium WebDriver

Web Automation Browser Automation
python macos, windows
...
View imprvhub/mcp-browser-agent

imprvhub/mcp-browser-agent

by imprvhub

A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.

Web Automation Browser Automation
typescript
...
View pulumi/mcp-server

pulumi/mcp-server

by pulumi

MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.

API Automation Cloud Platforms
typescript
...
View mobile-next/mobile-mcp

mobile-next/mobile-mcp

by mobile-next

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.

API Development Tools Automation
typescript macos, linux
...
View zillow/auto-mobile

zillow/auto-mobile

by zillow

Tool suite built around an MCP server for Android automation for developer workflow and testing

Development Tools Automation
typescript linux
...
View pipeboard-co/meta-ads-mcp

pipeboard-co/meta-ads-mcp

by pipeboard-co

Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.

Automation Marketing & Growth
python
...
View Tommertom/sonos-ts-mcp

Tommertom/sonos-ts-mcp

by Tommertom

Comprehensive Sonos audio system control through pure TypeScript implementation. Features complete device discovery, multi-room playback management, queue control, music library browsing, alarm management, real-time event subscriptions, and audio EQ settings. Includes 50+ tools for seamless smart home audio automation via UPnP/SOAP protocols.

Development Tools Audio Automation +1
typescript macos, windows
...
View zinja-coder/apktool-mcp-server

zinja-coder/apktool-mcp-server

by zinja-coder

APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.

Automation Security & Privacy
python
...
View nguyenvanduocit/jira-mcp

nguyenvanduocit/jira-mcp

by nguyenvanduocit

A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.

Support & Service Management Productivity & Organization Automation +1
go
...
View theonedev/tod

theonedev/tod

by theonedev

A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, and pull request review

Development Tools Automation Version Control
go
...
View bivex/kanboard-mcp

bivex/kanboard-mcp

by bivex

A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.

API Productivity & Organization Automation
go
...
View Mtehabsim/ScreenPilot

Mtehabsim/ScreenPilot

by Mtehabsim

enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.

Automation Integration
python
...
View Tommertom/plugwise-mcp

Tommertom/plugwise-mcp

by Tommertom

TypeScript-based smart home automation server for Plugwise devices with automatic network discovery. Features comprehensive device control for thermostats, switches, smart plugs, energy monitoring, multi-hub management, and real-time climate/power consumption tracking via local network integration.

Development Tools Automation Monitoring +1
typescript macos, windows
...

Biology, Medicine and Bioinformatics

9
View longevity-genie/biothings-mcp

longevity-genie/biothings-mcp

by longevity-genie

MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.

API Biology, Medicine and Bioinformatics
python
...
View longevity-genie/gget-mcp

longevity-genie/gget-mcp

by longevity-genie

MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.

Utilities Biology, Medicine and Bioinformatics
python
...
View longevity-genie/synergy-age-mcp

longevity-genie/synergy-age-mcp

by longevity-genie

MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.

Database Data & Analysis Biology, Medicine and Bioinformatics
python
...
View the-momentum/fhir-mcp-server

the-momentum/fhir-mcp-server

by the-momentum

MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.

Biology, Medicine and Bioinformatics Search Integration +1
python
...
View wso2/fhir-mcp-server

wso2/fhir-mcp-server

by wso2

Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.

Data & Analysis API Search +2
python
...
View JamesANZ/medical-mcp

JamesANZ/medical-mcp

by JamesANZ

An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.

Database Data & Analysis Biology, Medicine and Bioinformatics
typescript
...
View the-momentum/apple-health-mcp-server

the-momentum/apple-health-mcp-server

by the-momentum

An MCP server that provides access to exported data from Apple Health. Data analytics included.

Data & Analysis Biology, Medicine and Bioinformatics
python macos, windows
...
View OHNLP/omop\mcp

OHNLP/omop\mcp

by OHNLP

Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.

Data & Analysis Biology, Medicine and Bioinformatics
python
...

Browser Automation

24
View 34892002/bilibili-mcp-js

34892002/bilibili-mcp-js

by 34892002

A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.

Search Browser Automation
typescript
...
View co-browser/browser-use-mcp-server

co-browser/browser-use-mcp-server

by co-browser

browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.

Files Web Browser Automation
python
...
View eat-pray-ai/yutu

eat-pray-ai/yutu

by eat-pray-ai

A fully functional MCP server and CLI for YouTube to automate YouTube operation

Utilities Browser Automation
go macos, windows
...
View eyalzh/browser-control-mcp

eyalzh/browser-control-mcp

by eyalzh

An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).

Web Browser Automation
typescript
...
View freema/firefox-devtools-mcp

freema/firefox-devtools-mcp

by freema

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

API Web Automation +2
typescript
...
View getrupt/ashra-mcp

getrupt/ashra-mcp

by getrupt

Extract structured data from any website. Just prompt and get JSON.

Data & Analysis Web Browser Automation
typescript
...
View microsoft/playwright-mcp

microsoft/playwright-mcp

by microsoft

Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots

Web Browser Automation
...
View pskill9/web-search

pskill9/web-search

by pskill9

An MCP server that enables free web searching using Google search results, with no API keys required.

API Search Web +1
typescript
View PhungXuanAnh/selenium-mcp-server

PhungXuanAnh/selenium-mcp-server

by PhungXuanAnh

A Model Context Protocol server providing web automation capabilities through Selenium WebDriver

Web Automation Browser Automation
python macos, windows
...
View xspadex/bilibili-mcp

xspadex/bilibili-mcp

by xspadex

A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.

Media Browser Automation
typescript
...
View imprvhub/mcp-browser-agent

imprvhub/mcp-browser-agent

by imprvhub

A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.

Web Automation Browser Automation
typescript
...

Business & Marketing

3
View wanaku-ai/wanaku

wanaku-ai/wanaku

by wanaku-ai

☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.

Integration Business & Marketing Agent Frameworks +1
...

Cloud Platforms

31
View 4everland/4everland-hosting-mcp

4everland/4everland-hosting-mcp

by 4everland

An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.

Development Tools Cloud Platforms
typescript macos, linux
...
View aashari/mcp-server-aws-sso

aashari/mcp-server-aws-sso

by aashari

AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.

Cloud Platforms Integration AI & ML
typescript
...
View alexei-led/aws-mcp-server

alexei-led/aws-mcp-server

by alexei-led

A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support

Productivity & Organization Cloud Platforms
python
...
View alexei-led/k8s-mcp-server

alexei-led/k8s-mcp-server

by alexei-led

A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.

Cloud Platforms AI & ML
python
...
View aliyun/alibaba-cloud-ops-mcp-server

aliyun/alibaba-cloud-ops-mcp-server

by aliyun

A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.

Cloud Platforms AI & ML
python
...
View awslabs/mcp

awslabs/mcp

by awslabs

AWS MCP servers for seamless integration with AWS services and resources.

Utilities Cloud Platforms
...
View bright8192/esxi-mcp-server

bright8192/esxi-mcp-server

by bright8192

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

API Cloud Platforms
python
...
View cyclops-ui/mcp-cyclops

cyclops-ui/mcp-cyclops

by cyclops-ui

An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction

Cloud Platforms Design & Creative Agent Frameworks +1
go
...
View liveblocks/liveblocks-mcp-server

liveblocks/liveblocks-mcp-server

by liveblocks

Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io/) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.

Utilities Cloud Platforms
typescript
...
View nwiizo/tfmcp

nwiizo/tfmcp

by nwiizo

🦀 🏠 \- A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.

Cloud Platforms AI & ML
...
View pulumi/mcp-server

pulumi/mcp-server

by pulumi

MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.

API Automation Cloud Platforms
typescript
...
View qiniu/qiniu-mcp-server

qiniu/qiniu-mcp-server

by qiniu

A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.

Media Cloud Platforms
python
...
View redis/mcp-redis-cloud

redis/mcp-redis-cloud

by redis

Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.

Database Data & Analysis Cloud Platforms
typescript
...
View rrmistry/tilt-mcp

rrmistry/tilt-mcp

by rrmistry

A Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.

Development Tools Cloud Platforms
python macos, windows
...
View StacklokLabs/mkp

StacklokLabs/mkp

by StacklokLabs

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.

Cloud Platforms AI & ML Knowledge & Memory
go
...
View StacklokLabs/ocireg-mcp

StacklokLabs/ocireg-mcp

by StacklokLabs

An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.

Media Cloud Platforms
go
...
View VmLia/books-mcp-server

VmLia/books-mcp-server

by VmLia

This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.

Utilities Cloud Platforms
typescript
...
View mattijsdp/dbt-docs-mcp

mattijsdp/dbt-docs-mcp

by mattijsdp

MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.

Data & Analysis AI & ML Cloud Platforms
python
...
View aashari/mcp-server-atlassian-bitbucket

aashari/mcp-server-atlassian-bitbucket

by aashari

Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.

Development Tools Integration AI & ML +1
typescript
...
View aashari/mcp-server-atlassian-jira

aashari/mcp-server-atlassian-jira

by aashari

Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.

Development Tools Integration AI & ML +1
typescript
...
View gofireflyio/firefly-mcp

gofireflyio/firefly-mcp

by gofireflyio

Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai/).

Development Tools Search AI & ML +1
typescript
...
View kaliaboi/mcp-zotero

kaliaboi/mcp-zotero

by kaliaboi

A connector for LLMs to work with collections and sources on your Zotero Cloud

Knowledge & Memory Integration AI & ML +1
typescript
...

Code Execution

6
View gwbischof/outsource-mcp

gwbischof/outsource-mcp

by gwbischof

Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"

Media Code Execution
python
...
View r33drichards/mcp-js

r33drichards/mcp-js

by r33drichards

A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.

Development Tools Code Execution
rust macos, linux
...
View yepcode/mcp-server-js

yepcode/mcp-server-js

by yepcode

Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages

Development Tools Code Execution
typescript
...
View dagger/container-use

dagger/container-use

by dagger

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.

Code Execution Development Tools Design & Creative +1
go macos, windows
...

Code Generation

11
View doggybee/mcp-server-leetcode

doggybee/mcp-server-leetcode

by doggybee

An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.

Data & Analysis Files Search +2
typescript
...
View gabrielmaialva33/winx-code-agent

gabrielmaialva33/winx-code-agent

by gabrielmaialva33

A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.

Files Development Tools Code Generation
rust
...
View jinzcdev/leetcode-mcp-server

jinzcdev/leetcode-mcp-server

by jinzcdev

MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.

Data & Analysis Development Tools Security & Privacy +1
typescript
...
View juehang/vscode-mcp-server

juehang/vscode-mcp-server

by juehang

A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.

Files Development Tools Code Generation
typescript
...
View oraios/serena

oraios/serena

by oraios

A fully-featured coding agent that relies on symbolic code operations by using language servers.

Development Tools Code Generation
python
...
View pdavis68/RepoMapper

pdavis68/RepoMapper

An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat

Files Communication Code Generation
macos, windows
View stippi/code-assistant

stippi/code-assistant

by stippi

Coding agent with basic list, read, replace\_in\_file, write, execute\_command and web search tools. Supports multiple projects concurrently.

Files Search Web +1
rust
...
View nesquikm/mcp-rubber-duck

nesquikm/mcp-rubber-duck

by nesquikm

An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives

Code Generation Design & Creative Agent Frameworks +1
typescript
...
View VertexStudio/developer

VertexStudio/developer

by VertexStudio

Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities

Files Development Tools Code Generation
rust macos, windows
...
View wende/cicada

wende/cicada

by wende

Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing

Search Development Tools Code Generation
python macos, windows
...

Command Line

11
View aymericzip/intlayer

aymericzip/intlayer

by aymericzip

A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.

Command Line AI & ML
typescript
...
View sonirico/mcp-shell

sonirico/mcp-shell

by sonirico

🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.

Command Line AI & ML
...
View tufantunc/ssh-mcp

tufantunc/ssh-mcp

by tufantunc

MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.

Security & Privacy Command Line
typescript windows, linux
...
View wonderwhy-er/DesktopCommanderMCP

wonderwhy-er/DesktopCommanderMCP

by wonderwhy-er

A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

Files Search Development Tools +1
typescript macos, windows
...

Communication

51
View pdavis68/RepoMapper

pdavis68/RepoMapper

An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat

Files Communication Code Generation
macos, windows
View areweai/tsgram-mcp

areweai/tsgram-mcp

by areweai

TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!

Development Tools Communication
...
View PhononX/cv-mcp-server

PhononX/cv-mcp-server

by PhononX

MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app/). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app/).

Communication Design & Creative Voice & Audio AI +1
typescript macos, windows
...
View chaindead/telegram-mcp

chaindead/telegram-mcp

by chaindead

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status

Data & Analysis API Communication
go
...
View chigwell/telegram-mcp

chigwell/telegram-mcp

by chigwell

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.

Data & Analysis API Communication
python
...
View Danielpeter-99/calcom-mcp

Danielpeter-99/calcom-mcp

by Danielpeter-99

MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.

Data & Analysis Communication
python
...
View elie222/inbox-zero

elie222/inbox-zero

by elie222

An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.

Communication Search AI & ML
python
...
View gitmotion/ntfy-me-mcp

gitmotion/ntfy-me-mcp

by gitmotion

An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

Security & Privacy Communication
typescript
...
View hannesrudolph/imessage-query-fastmcp-mcp-server

hannesrudolph/imessage-query-fastmcp-mcp-server

by hannesrudolph

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling

Database Data & Analysis Communication
python macos
...
View Infobip/mcp

Infobip/mcp

by infobip

Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment.

Data & Analysis Communication
...
View jagan-shanmugam/mattermost-mcp-host

jagan-shanmugam/mattermost-mcp-host

by jagan-shanmugam

A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.

Communication
python
...
View joinly-ai/joinly

joinly-ai/joinly

by joinly-ai

MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.

Web Communication
python
...
View lharries/whatsapp-mcp

lharries/whatsapp-mcp

by lharries

An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups

Search Communication
python
...
View OverQuotaAI/chatterboxio-mcp-server

OverQuotaAI/chatterboxio-mcp-server

by OverQuotaAI

MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.

Communication AI Chatbots (Consumer) Agent Frameworks +1
typescript
...
View sawa-zen/vrchat-mcp

sawa-zen/vrchat-mcp

by sawa-zen

📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.

API Communication
...
View softeria/ms-365-mcp-server

softeria/ms-365-mcp-server

by softeria

MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)

API Files Communication
typescript
...
View userad/didlogic\mcp

userad/didlogic\mcp

by UserAd

An MCP server for [DIDLogic](https://didlogic.com/). Adds functionality to manage SIP endpoints, numbers and destinations.

Utilities Communication
python
...
View ztxtxwd/open-feishu-mcp-server

ztxtxwd/open-feishu-mcp-server

by ztxtxwd

A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.

Security & Privacy Communication
typescript
...
View jovezhong/mcp-timeplus

jovezhong/mcp-timeplus

by jovezhong

MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus

Database Data & Analysis Communication
python
...
View weaviate/mcp-server-weaviate

weaviate/mcp-server-weaviate

by weaviate

An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.

Communication Database
python
...
View ukkit/memcord

ukkit/memcord

by ukkit

A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.

Search Communication Development Tools
python macos, linux
...
View reflagcom/mcp

reflagcom/mcp

by reflagcom

Flag features directly from chat in your IDE with [Reflag](https://reflag.com/).

Communication Development Tools
typescript
...
View Yutarop/ros-mcp

Yutarop/ros-mcp

by Yutarop

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

Communication Development Tools
python linux
...
View JamesANZ/cross-llm-mcp

JamesANZ/cross-llm-mcp

by JamesANZ

An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.

Communication Knowledge & Memory
typescript
...
View incentivai/quickchat-ai-mcp

incentivai/quickchat-ai-mcp

by incentivai

Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.

Communication Support & Service Management
python
...
View taylorwilsdon/google\workspace\mcp

taylorwilsdon/google\workspace\mcp

by taylorwilsdon

Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.

Communication Productivity & Organization
python macos, windows
...
View caol64/wenyan-mcp

caol64/wenyan-mcp

by caol64

Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.

Communication Integration
typescript macos, windows
...
View evalstate/mcp-hfspace

evalstate/mcp-hfspace

by evalstate

Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.

Productivity & Organization Media Audio +2
typescript
...
View rember/rember-mcp

rember/rember-mcp

by rember

Create spaced repetition flashcards in [Rember](https://rember.com/) to remember anything you learn in your chats.

Communication Integration
typescript
...
View ttommyth/interactive-mcp

ttommyth/interactive-mcp

by ttommyth

Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.

Communication Integration
typescript macos, windows
...

Customer Data Platforms

7
View antv/mcp-server-chart

antv/mcp-server-chart

by antvis

A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).

Customer Data Platforms Data & Analysis Design & Creative +1
typescript
...
View hustcc/mcp-echarts

hustcc/mcp-echarts

by hustcc

Generate visual charts using [Apache ECharts](https://echarts.apache.org/) with AI MCP dynamically.

Customer Data Platforms Data & Analysis Design & Creative +1
typescript
...
View hustcc/mcp-mermaid

hustcc/mcp-mermaid

by hustcc

Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.

Customer Data Platforms Data & Analysis Sales & CRM +1
typescript
...
View iaptic/mcp-server-iaptic

iaptic/mcp-server-iaptic

by iaptic

Connect with [iaptic](https://www.iaptic.com/) to ask about your Customer Purchases, Transaction data and App Revenue statistics.

Data & Analysis Customer Data Platforms
typescript
...

Data & Analysis

224
View julien040/anyquery

julien040/anyquery

by julien040

Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.

Database Data & Analysis Aggregation
go
...
View mindsdb/mindsdb

mindsdb/mindsdb

by mindsdb

Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).

Database Data & Analysis Aggregation
...
View YangLiangwei/PersonalizationMCP

YangLiangwei/PersonalizationMCP

by YangLiangwei

Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.

Data & Analysis Media Audio +2
python macos, windows
...
View drakonkat/wizzy-mcp-tmdb

drakonkat/wizzy-mcp-tmdb

by drakonkat

A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.

Database Data & Analysis API +2
typescript
...
View genomoncology/biomcp

genomoncology/biomcp

by genomoncology

Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

Search Data & Analysis Research +1
python
...
View longevity-genie/synergy-age-mcp

longevity-genie/synergy-age-mcp

by longevity-genie

MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.

Database Data & Analysis Biology, Medicine and Bioinformatics
python
...
View wso2/fhir-mcp-server

wso2/fhir-mcp-server

by wso2

Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.

Data & Analysis API Search +2
python
...
View JamesANZ/medical-mcp

JamesANZ/medical-mcp

by JamesANZ

An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.

Database Data & Analysis Biology, Medicine and Bioinformatics
typescript
...
View the-momentum/apple-health-mcp-server

the-momentum/apple-health-mcp-server

by the-momentum

An MCP server that provides access to exported data from Apple Health. Data analytics included.

Data & Analysis Biology, Medicine and Bioinformatics
python macos, windows
...
View OHNLP/omop\mcp

OHNLP/omop\mcp

by OHNLP

Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.

Data & Analysis Biology, Medicine and Bioinformatics
python
...
View getrupt/ashra-mcp

getrupt/ashra-mcp

by getrupt

Extract structured data from any website. Just prompt and get JSON.

Data & Analysis Web Browser Automation
typescript
...
View redis/mcp-redis-cloud

redis/mcp-redis-cloud

by redis

Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.

Database Data & Analysis Cloud Platforms
typescript
...
View doggybee/mcp-server-leetcode

doggybee/mcp-server-leetcode

by doggybee

An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.

Data & Analysis Files Search +2
typescript
...
View jinzcdev/leetcode-mcp-server

jinzcdev/leetcode-mcp-server

by jinzcdev

MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.

Data & Analysis Development Tools Security & Privacy +1
typescript
...
View chaindead/telegram-mcp

chaindead/telegram-mcp

by chaindead

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status

Data & Analysis API Communication
go
...
View chigwell/telegram-mcp

chigwell/telegram-mcp

by chigwell

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.

Data & Analysis API Communication
python
...
View Danielpeter-99/calcom-mcp

Danielpeter-99/calcom-mcp

by Danielpeter-99

MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.

Data & Analysis Communication
python
...
View hannesrudolph/imessage-query-fastmcp-mcp-server

hannesrudolph/imessage-query-fastmcp-mcp-server

by hannesrudolph

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling

Database Data & Analysis Communication
python macos
...
View Infobip/mcp

Infobip/mcp

by infobip

Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment.

Data & Analysis Communication
...
View antv/mcp-server-chart

antv/mcp-server-chart

by antvis

A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).

Customer Data Platforms Data & Analysis Design & Creative +1
typescript
...
View hustcc/mcp-echarts

hustcc/mcp-echarts

by hustcc

Generate visual charts using [Apache ECharts](https://echarts.apache.org/) with AI MCP dynamically.

Customer Data Platforms Data & Analysis Design & Creative +1
typescript
...
View hustcc/mcp-mermaid

hustcc/mcp-mermaid

by hustcc

Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.

Customer Data Platforms Data & Analysis Sales & CRM +1
typescript
...
View iaptic/mcp-server-iaptic

iaptic/mcp-server-iaptic

by iaptic

Connect with [iaptic](https://www.iaptic.com/) to ask about your Customer Purchases, Transaction data and App Revenue statistics.

Data & Analysis Customer Data Platforms
typescript
...
View amineelkouhen/mcp-cockroachdb

amineelkouhen/mcp-cockroachdb

by amineelkouhen

A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com/).

Data & Analysis Monitoring Database
python
...
View bram2w/baserow

bram2w/baserow

by bram2w

Baserow database integration with table search, list, and row create, read, update, and delete capabilities.

Database Data & Analysis Search
...
View Canner/wren-engine

Canner/wren-engine

by Canner

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

Database Data & Analysis Agent Frameworks +1
python
...
View centralmind/gateway

centralmind/gateway

by centralmind

MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase

Database Data & Analysis API
go macos, windows
...
View Couchbase-Ecosystem/mcp-server-couchbase

Couchbase-Ecosystem/mcp-server-couchbase

by Couchbase-Ecosystem

Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.

Database Data & Analysis
python
...
View designcomputer/mysql\mcp\server

designcomputer/mysql\mcp\server

by designcomputer

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

Database Data & Analysis Security & Privacy
python
...
View ergut/mcp-bigquery-server

ergut/mcp-bigquery-server

by ergut

Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities

Database Data & Analysis
typescript
...
View get-convex/convex-backend

get-convex/convex-backend

Convex database integration to introspect tables, functions, and run oneoff queries ( [Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))

Database Data & Analysis
typescript
View hydrolix/mcp-hydrolix

hydrolix/mcp-hydrolix

by hydrolix

Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

Data & Analysis Database
python
...
View jovezhong/mcp-timeplus

jovezhong/mcp-timeplus

by jovezhong

MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus

Database Data & Analysis Communication
python
...
View jparkerweb/mcp-sqlite

jparkerweb/mcp-sqlite

by jparkerweb

Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.

Database Data & Analysis
typescript
...
View memgraph/mcp-memgraph

memgraph/mcp-memgraph

by memgraph

Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.

Database Data & Analysis Search +1
python
...
View neo4j-contrib/mcp-neo4j

neo4j-contrib/mcp-neo4j

by neo4j-contrib

Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)

Database Data & Analysis AI & ML +1
python
...
View openlink/mcp-server-jdbc

openlink/mcp-server-jdbc

by OpenLinkSoftware

An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol

Database Data & Analysis
python
...
View openlink/mcp-server-odbc

openlink/mcp-server-odbc

by OpenLinkSoftware

An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol

Database Data & Analysis
python
...
View openlink/mcp-server-sqlalchemy

openlink/mcp-server-sqlalchemy

by OpenLinkSoftware

An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)

Database Data & Analysis
python
...
View prisma/mcp

prisma/mcp

by prisma

Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).

Database Data & Analysis
typescript
...
View rashidazarang/airtable-mcp

rashidazarang/airtable-mcp

by rashidazarang

Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.

Data & Analysis Database
python
...
View redis/mcp-redis

redis/mcp-redis

by redis

The Redis official MCP Server offers an interface to manage and search data in Redis.

Data & Analysis Search Database
python
...
View runekaagaard/mcp-alchemy

runekaagaard/mcp-alchemy

by runekaagaard

Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.

Database Data & Analysis
python
...
View skysqlinc/skysql-mcp

skysqlinc/skysql-mcp

by skysqlinc

Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.

Database Data & Analysis AI Chatbots (Consumer) +1
...
View Snowflake-Labs/mcp

Snowflake-Labs/mcp

by Snowflake-Labs

Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.

Database Data & Analysis Security & Privacy
python
...
View subnetmarco/pgmcp

subnetmarco/pgmcp

by subnetmarco

Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.

Database Data & Analysis
go
...
View supabase-community/supabase-mcp

supabase-community/supabase-mcp

by supabase-community

Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.

Data & Analysis Productivity & Organization Database
typescript
...
View wenb1n-dev/mysql\mcp\server\pro

wenb1n-dev/mysql\mcp\server\pro

by wenb1n-dev

Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization

Database Data & Analysis Development Tools
python
...
View xexr/mcp-libsql

xexr/mcp-libsql

by Xexr

Production-ready MCP server for libSQL databases with comprehensive security and management tools.

Database Data & Analysis Security & Privacy
typescript
...
View ydb/ydb-mcp

ydb/ydb-mcp

by ydb-platform

MCP server for interacting with [YDB](https://ydb.tech/) databases

Database Data & Analysis
python
...
View aywengo/kafka-schema-reg-mcp

aywengo/kafka-schema-reg-mcp

by aywengo

Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.

Utilities Data & Analysis
python macos, windows
...
View dbt-labs/dbt-mcp

dbt-labs/dbt-mcp

by dbt-labs

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

Data & Analysis Design & Creative Search +1
python
...
View flowcore/mcp-flowcore-platform

flowcore/mcp-flowcore-platform

by flowcore-io

Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language.

Data & Analysis
typescript
...
View jwaxman19/qlik-mcp

jwaxman19/qlik-mcp

by jwaxman19

MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.

Data & Analysis API Security & Privacy
typescript
...
View keboola/keboola-mcp-server

keboola/keboola-mcp-server

by keboola

interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.

Data & Analysis API
python
...
View mattijsdp/dbt-docs-mcp

mattijsdp/dbt-docs-mcp

by mattijsdp

MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.

Data & Analysis AI & ML Cloud Platforms
python
...
View yashshingvi/databricks-genie-MCP

yashshingvi/databricks-genie-MCP

by yashshingvi

A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.

Database Data & Analysis API
python
...
View alkemiai/alkemi-mcp

alkemiai/alkemi-mcp

by alkemi-ai

MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.

Data & Analysis Search AI & ML
typescript
...
View CodeLogicIncEngineering/codelogic-mcp-server

CodeLogicIncEngineering/codelogic-mcp-server

by CodeLogicIncEngineering

Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.

Data & Analysis Development Tools
python macos, windows
...
View Comet-ML/Opik-MCP

Comet-ML/Opik-MCP

by comet-ml

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

Data & Analysis Monitoring Development Tools
typescript
...
View freema/mcp-design-system-extractor

freema/mcp-design-system-extractor

by freema

Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.

Data & Analysis Development Tools
typescript
...
View GLips/Figma-Context-MCP

GLips/Figma-Context-MCP

by GLips

Provide coding agents direct access to Figma data to help them one-shot design implementation.

Data & Analysis Development Tools
typescript
...
View haris-musa/excel-mcp-server

haris-musa/excel-mcp-server

by haris-musa

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).

Data & Analysis Development Tools
python
...
View hloiseaufcms/mcp-gopls

hloiseaufcms/mcp-gopls

by hloiseaufcms

A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.

Development Tools Data & Analysis
go
...
View InsForge/insforge-mcp

InsForge/insforge-mcp

by InsForge

AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.

Database Data & Analysis Development Tools +1
typescript
...
View Inspizzz/jetbrains-datalore-mcp

Inspizzz/jetbrains-datalore-mcp

by inspizzz

MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )

Data & Analysis API Files +1
python
...
View Jpisnice/shadcn-ui-mcp-server

Jpisnice/shadcn-ui-mcp-server

by Jpisnice

MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

Data & Analysis Development Tools
typescript
...
View OctoMind-dev/octomind-mcp

OctoMind-dev/octomind-mcp

by OctoMind-dev

lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.

Data & Analysis Development Tools
typescript
...
View posthog/mcp

posthog/mcp

by posthog

An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.

Data & Analysis Development Tools
typescript
...
View ReAPI-com/mcp-openapi

ReAPI-com/mcp-openapi

by ReAPI-com

MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data

Data & Analysis API Development Tools
typescript
...
View SDGLBL/mcp-claude-code

SDGLBL/mcp-claude-code

by SDGLBL

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

Development Tools Data & Analysis AI & ML
python
...
View Webvizio/mcp

Webvizio/mcp

by Webvizio

Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.

Data & Analysis Web Productivity & Organization +1
typescript
...
View DataEval/dingo

DataEval/dingo

by DataEval

MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.

Data & Analysis Data Science
python macos, windows
...
View HumanSignal/label-studio-mcp-server

HumanSignal/label-studio-mcp-server

by HumanSignal

Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.

Data & Analysis Productivity & Organization Data Science
python macos, windows
...
View jjsantos01/jupyter-notebook-mcp

jjsantos01/jupyter-notebook-mcp

by jjsantos01

connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.

Data Science Data & Analysis Integration +1
python
...
View kdqed/zaturn

kdqed/zaturn

by kdqed

Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

Database Data & Analysis Data Science
python macos, windows
...
View mckinsey/vizro-mcp

mckinsey/vizro-mcp

by mckinsey

Tools and templates to create validated and maintainable data charts and dashboards.

Data & Analysis Data Science
python
...
View phisanti/MCPR

phisanti/MCPR

by phisanti

Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.

Data Science Data & Analysis Design & Creative +1
macos, windows
...
View Bright-L01/networkx-mcp-server

Bright-L01/networkx-mcp-server

by Bright-L01

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.

Data Science Data & Analysis Design & Creative +1
python
...
View box/mcp-server-box-remote

box/mcp-server-box-remote

by box

The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.

Data & Analysis Files Search +1
...
View carsol/monarch-mcp-server

carsol/monarch-mcp-server

by carsol

MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.

Data & Analysis Finance
python
...
View codex-data/codex-mcp

codex-data/codex-mcp

by Codex-Data

[Codex API](https://www.codex.io/) integration for real-time enriched blockchain and market data on 60+ networks

Data & Analysis API Development Tools +1
typescript
...
View coinpaprika/dexpaprika-mcp

coinpaprika/dexpaprika-mcp

by coinpaprika

Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com/) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.

Data & Analysis API Finance
typescript macos, windows
...
View doggybee/mcp-server-ccxt

doggybee/mcp-server-ccxt

by doggybee

An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.

Data & Analysis Finance
typescript
...
View glaksmono/finbud-data-mcp

glaksmono/finbud-data-mcp

by glaksmono

Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.

Data & Analysis API Development Tools +1
typescript
...
View kukapay/hyperliquid-info-mcp

kukapay/hyperliquid-info-mcp

by kukapay

An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.

Data & Analysis Finance
python
...
View laukikk/alpaca-mcp

laukikk/alpaca-mcp

by laukikk

An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.

Data & Analysis API Finance
python
...
View longportapp/openapi

longportapp/openapi

by longportapp

🐍 ☁️ \- LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.

Data & Analysis API Finance
...
View QuantGeekDev/coincap-mcp

QuantGeekDev/coincap-mcp

by QuantGeekDev

Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys

Data & Analysis API Finance
typescript
...
View RomThpt/xrpl-mcp-server

RomThpt/xrpl-mcp-server

by RomThpt

MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.

Data & Analysis Monitoring Finance
typescript
...
View tatumio/blockchain-mcp

tatumio/blockchain-mcp

by tatumio

MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.

Data & Analysis API Finance
...
View twelvedata/mcp

twelvedata/mcp

by twelvedata

Interact with [Twelve Data](https://twelvedata.com/) APIs to access real-time and historical financial market data for your AI agents.

Data & Analysis API Finance
python
...
View JamesANZ/prediction-market-mcp

JamesANZ/prediction-market-mcp

by JamesANZ

An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.

Data & Analysis Finance
typescript
...
View hive-intel/hive-crypto-mcp

hive-intel/hive-crypto-mcp

by hive-intel

Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics

Data & Analysis Web Finance
typescript
...
View kkjdaniel/bgg-mcp

kkjdaniel/bgg-mcp

by kkjdaniel

An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).

Data & Analysis API Entertainment
go
...
View opgginc/opgg-mcp

opgginc/opgg-mcp

by opgginc

Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.

Data & Analysis Entertainment
typescript
...
View pab1ito/chess-mcp

pab1ito/chess-mcp

by pab1it0

Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

Data & Analysis Search Entertainment
python
...
View stefan-xyz/mcp-server-runescape

stefan-xyz/mcp-server-runescape

by stefan-xyz

An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more.

Data & Analysis Entertainment
typescript
...
View topoteretes/cognee

topoteretes/cognee

by topoteretes

Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources

Data & Analysis Knowledge & Memory
typescript
...
View devilcoder01/weather-mcp-server

devilcoder01/weather-mcp-server

by devilcoder01

Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.

Data & Analysis API Location Services
python
...
View SaintDoresh/Weather-MCP-ClaudeDesktop

SaintDoresh/Weather-MCP-ClaudeDesktop

by SaintDoresh

An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.

Data & Analysis API Location Services
python
...
View gomarble-ai/facebook-ads-mcp-server

gomarble-ai/facebook-ads-mcp-server

by gomarble-ai

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

Data & Analysis Marketing & Growth
python
...
View gomarble-ai/google-ads-mcp-server

gomarble-ai/google-ads-mcp-server

by gomarble-ai

MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.

Data & Analysis Marketing & Growth
python
...
View grafana/mcp-grafana

grafana/mcp-grafana

by grafana

Search dashboards, investigate incidents and query datasources in your Grafana instance

Data & Analysis Search Monitoring
python
...
View stass/exif-mcp

stass/exif-mcp

by stass

A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.

Data & Analysis Search Media +1
typescript macos, windows
...
View 0xdaef0f/job-searchoor

0xdaef0f/job-searchoor

by 0xDAEF0F

An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

Search Data & Analysis
typescript
...
View urlbox/urlbox-mcp-server

urlbox/urlbox-mcp-server

by urlbox

📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting web content (Markdown, metadata, and HTML) via the [Urlbox](https://urlbox.com/) API.

Data & Analysis API Web +2
...
View DappierAI/dappier-mcp

DappierAI/dappier-mcp

by DappierAI

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Data & Analysis Search Web +1
python
...
View deadletterq/mcp-opennutrition

deadletterq/mcp-opennutrition

by deadletterq

Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

Database Data & Analysis Search +1
typescript
...
View devflowinc/trieve

devflowinc/trieve

by devflowinc

Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai/)

Data & Analysis Search
typescript
...
View Himalayas-App/himalayas-mcp

Himalayas-App/himalayas-mcp

by Himalayas-App

Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.

Database Data & Analysis Search
typescript
...
View isnow890/naver-search-mcp

isnow890/naver-search-mcp

by isnow890

MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

Data & Analysis API Search
typescript
...
View jae-jae/g-search-mcp

jae-jae/g-search-mcp

by jae-jae

A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

Search Data & Analysis
typescript
...
View joelio/stocky

joelio/stocky

by joelio

An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.

Data & Analysis Search Media
python
...
View nyxn-ai/NyxDocs

nyxn-ai/NyxDocs

by nyxn-ai

Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).

Search Data & Analysis AI & ML
python
...
View pragmar/mcp-server-webcrawl

pragmar/mcp-server-webcrawl

by pragmar

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

Data & Analysis Search Web
python
...
View QuentinCody/catalysishub-mcp-server

QuentinCody/catalysishub-mcp-server

by QuentinCody

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.

Database Data & Analysis Search
python
...
View r-huijts/opentk-mcp

r-huijts/opentk-mcp

by r-huijts

Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)

Search Data & Analysis Design & Creative
typescript
...
View ricocf/mcp-wolframalpha

ricocf/mcp-wolframalpha

by ricocf

An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

Data & Analysis API Search
python
...
View searchcraft-inc/searchcraft-mcp-server

searchcraft-inc/searchcraft-mcp-server

by searchcraft-inc

Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.

Data & Analysis Files Search
typescript
...
View shopsavvy/shopsavvy-mcp-server

shopsavvy/shopsavvy-mcp-server

by shopsavvy

Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.

Data & Analysis Search Development Tools
typescript
...
View vitorpavinato/ncbi-mcp-server

vitorpavinato/ncbi-mcp-server

by vitorpavinato

Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.

Data & Analysis Search
python
...
View imprvhub/mcp-domain-availability

imprvhub/mcp-domain-availability

by imprvhub

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

Search Data & Analysis AI & ML +1
python
...
View imprvhub/mcp-claude-hackernews

imprvhub/mcp-claude-hackernews

by imprvhub

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

Search Data & Analysis Integration +1
typescript
...
View 13bm/GhidraMCP

13bm/GhidraMCP

by 13bm

MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.

Security & Privacy Data & Analysis AI & ML +1
python
...
View AIM-Intelligence/AIM-Guard-MCP

AIM-Intelligence/AIM-Guard-MCP

by AIM-Intelligence

Security-focused MCP server that provides safety guidelines and content analysis for AI agents.

Security & Privacy Data & Analysis Writing & Content +1
typescript macos, windows
...
View LaurieWired/GhidraMCP

LaurieWired/GhidraMCP

by LaurieWired

A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.

Data & Analysis Security & Privacy
java
...
View mrexodia/ida-pro-mcp

mrexodia/ida-pro-mcp

by mrexodia

MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.

Security & Privacy Data & Analysis AI & ML
python
...
View nickpending/mcp-recon

nickpending/mcp-recon

by nickpending

Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.

Security & Privacy Data & Analysis AI Chatbots (Consumer) +1
go
...
View rad-security/mcp-server

rad-security/mcp-server

by rad-security

MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.

Data & Analysis API Security & Privacy
typescript
...
View sanyambassi/thales-cdsp-cakm-mcp-server

sanyambassi/thales-cdsp-cakm-mcp-server

by sanyambassi

MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.

Database Data & Analysis Monitoring +1
python windows, linux
...
View StacklokLabs/osv-mcp

StacklokLabs/osv-mcp

by StacklokLabs

Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.

Database Data & Analysis Security & Privacy
go
...
View HaroldFinchIFT/vuln-nist-mcp-server

HaroldFinchIFT/vuln-nist-mcp-server

by HaroldFinchIFT

A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.

Database Data & Analysis API +1
python macos, windows
...
View macrocosm-os/macrocosmos-mcp

macrocosm-os/macrocosmos-mcp

by macrocosm-os

🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.

Data & Analysis Search Social Media
...
View r-huijts/firstcycling-mcp

r-huijts/firstcycling-mcp

by r-huijts

Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com.

Data & Analysis Sports
typescript
...
View r-huijts/strava-mcp

r-huijts/strava-mcp

by r-huijts

A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs

Data & Analysis API Sports
typescript
...
View sooperset/mcp-atlassian

sooperset/mcp-atlassian

by sooperset

MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.

Data & Analysis Search Integration
python
...
View cobanov/teslamate-mcp

cobanov/teslamate-mcp

by cobanov

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

Database Data & Analysis Travel & Transportation
python
...
View pab1it0/tripadvisor-mcp

pab1it0/tripadvisor-mcp

by pab1it0

A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces

Data & Analysis API Travel & Transportation
python
...
View Pradumnasaraf/aviationstack-mcp

Pradumnasaraf/aviationstack-mcp

by Pradumnasaraf

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.

Data & Analysis API Travel & Transportation
python macos, windows
...
View srinath1510/alltrails-mcp-server

srinath1510/alltrails-mcp-server

by srinath1510

A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information

Data & Analysis Search Travel & Transportation
python
...
View QuentinCody/github-graphql-mcp-server

QuentinCody/github-graphql-mcp-server

by QuentinCody

Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.

Data & Analysis API Version Control
python
...
View apify/actors-mcp-server

apify/actors-mcp-server

by apify

Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

Data & Analysis Search Web +2
typescript
...
View dotemacs/domain-lookup-mcp

dotemacs/domain-lookup-mcp

by dotemacs

Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS)

Data & Analysis Integration
go
...
View HenryHaoson/Yuque-MCP-Server

HenryHaoson/Yuque-MCP-Server

by HenryHaoson

📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.

Data & Analysis API Search +1
...
View KS-GEN-AI/jira-mcp-server

KS-GEN-AI/jira-mcp-server

by KS-GEN-AI

Read jira data via JQL and api and execute requests to create and edit tickets.

Data & Analysis API Integration
typescript macos, windows
...
View pskill9/hn-server

pskill9/hn-server

by pskill9

📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).

Data & Analysis Integration
...
View QuentinCody/shopify-storefront-mcp-server

QuentinCody/shopify-storefront-mcp-server

by QuentinCody

Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.

Data & Analysis API Integration
python
...
View r-huijts/ethics-check-mcp

r-huijts/ethics-check-mcp

by r-huijts

MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning

Integration Data & Analysis Writing & Content +1
python
...
View tevonsb/homeassistant-mcp

tevonsb/homeassistant-mcp

by tevonsb

Access Home Assistant data and control devices (lights, switches, thermostats, etc).

Data & Analysis Development Tools Integration
typescript
...
View tumf/web3-mcp

tumf/web3-mcp

by tumf

An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.

Data & Analysis API Integration
python
...

Data Science

14
View avisangle/calculator-server

avisangle/calculator-server

by avisangle

A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.

Utilities Data Science
go
...
View DataEval/dingo

DataEval/dingo

by DataEval

MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.

Data & Analysis Data Science
python macos, windows
...
View HumanSignal/label-studio-mcp-server

HumanSignal/label-studio-mcp-server

by HumanSignal

Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.

Data & Analysis Productivity & Organization Data Science
python macos, windows
...
View jjsantos01/jupyter-notebook-mcp

jjsantos01/jupyter-notebook-mcp

by jjsantos01

connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.

Data Science Data & Analysis Integration +1
python
...
View kdqed/zaturn

kdqed/zaturn

by kdqed

Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

Database Data & Analysis Data Science
python macos, windows
...
View mckinsey/vizro-mcp

mckinsey/vizro-mcp

by mckinsey

Tools and templates to create validated and maintainable data charts and dashboards.

Data & Analysis Data Science
python
...
View optuna/optuna-mcp

optuna/optuna-mcp

by optuna

Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).

Search Productivity & Organization Data Science
python macos, linux
...
View phisanti/MCPR

phisanti/MCPR

by phisanti

Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.

Data Science Data & Analysis Design & Creative +1
macos, windows
...
View Bright-L01/networkx-mcp-server

Bright-L01/networkx-mcp-server

by Bright-L01

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.

Data Science Data & Analysis Design & Creative +1
python
...

Database

102
View julien040/anyquery

julien040/anyquery

by julien040

Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.

Database Data & Analysis Aggregation
go
...
View mindsdb/mindsdb

mindsdb/mindsdb

by mindsdb

Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).

Database Data & Analysis Aggregation
...
View drakonkat/wizzy-mcp-tmdb

drakonkat/wizzy-mcp-tmdb

by drakonkat

A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.

Database Data & Analysis API +2
typescript
...
View longevity-genie/synergy-age-mcp

longevity-genie/synergy-age-mcp

by longevity-genie

MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.

Database Data & Analysis Biology, Medicine and Bioinformatics
python
...
View JamesANZ/medical-mcp

JamesANZ/medical-mcp

by JamesANZ

An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.

Database Data & Analysis Biology, Medicine and Bioinformatics
typescript
...
View redis/mcp-redis-cloud

redis/mcp-redis-cloud

by redis

Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.

Database Data & Analysis Cloud Platforms
typescript
...
View hannesrudolph/imessage-query-fastmcp-mcp-server

hannesrudolph/imessage-query-fastmcp-mcp-server

by hannesrudolph

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling

Database Data & Analysis Communication
python macos
...
View Aiven-Open/mcp-aiven

Aiven-Open/mcp-aiven

by Aiven-Open

🐍 ☁️ 🎖️ \- Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services

Database Search
...
View amineelkouhen/mcp-cockroachdb

amineelkouhen/mcp-cockroachdb

by amineelkouhen

A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com/).

Data & Analysis Monitoring Database
python
...
View bram2w/baserow

bram2w/baserow

by bram2w

Baserow database integration with table search, list, and row create, read, update, and delete capabilities.

Database Data & Analysis Search
...
View Canner/wren-engine

Canner/wren-engine

by Canner

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

Database Data & Analysis Agent Frameworks +1
python
...
View centralmind/gateway

centralmind/gateway

by centralmind

MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase

Database Data & Analysis API
go macos, windows
...
View ChristianHinge/dicom-mcp

ChristianHinge/dicom-mcp

by ChristianHinge

DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.

Media Database
python
...
View Couchbase-Ecosystem/mcp-server-couchbase

Couchbase-Ecosystem/mcp-server-couchbase

by Couchbase-Ecosystem

Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.

Database Data & Analysis
python
...
View crystaldba/postgres-mcp

crystaldba/postgres-mcp

by crystaldba

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

Development Tools Database
python
...
View designcomputer/mysql\mcp\server

designcomputer/mysql\mcp\server

by designcomputer

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

Database Data & Analysis Security & Privacy
python
...
View ergut/mcp-bigquery-server

ergut/mcp-bigquery-server

by ergut

Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities

Database Data & Analysis
typescript
...
View ferrants/memvid-mcp-server

ferrants/memvid-mcp-server

by ferrants

Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.

Search Database
python
...
View freema/mcp-gsheets

freema/mcp-gsheets

by freema

MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.

API Database
typescript
...
View get-convex/convex-backend

get-convex/convex-backend

Convex database integration to introspect tables, functions, and run oneoff queries ( [Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))

Database Data & Analysis
typescript
View hydrolix/mcp-hydrolix

hydrolix/mcp-hydrolix

by hydrolix

Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

Data & Analysis Database
python
...
View iunera/druid-mcp-server

iunera/druid-mcp-server

by iunera

Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.

Utilities Database
java
...
View jovezhong/mcp-timeplus

jovezhong/mcp-timeplus

by jovezhong

MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus

Database Data & Analysis Communication
python
...
View jparkerweb/mcp-sqlite

jparkerweb/mcp-sqlite

by jparkerweb

Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.

Database Data & Analysis
typescript
...
View memgraph/mcp-memgraph

memgraph/mcp-memgraph

by memgraph

Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.

Database Data & Analysis Search +1
python
...
View neo4j-contrib/mcp-neo4j

neo4j-contrib/mcp-neo4j

by neo4j-contrib

Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)

Database Data & Analysis AI & ML +1
python
...
View openlink/mcp-server-jdbc

openlink/mcp-server-jdbc

by OpenLinkSoftware

An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol

Database Data & Analysis
python
...
View openlink/mcp-server-odbc

openlink/mcp-server-odbc

by OpenLinkSoftware

An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol

Database Data & Analysis
python
...
View openlink/mcp-server-sqlalchemy

openlink/mcp-server-sqlalchemy

by OpenLinkSoftware

An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)

Database Data & Analysis
python
...
View prisma/mcp

prisma/mcp

by prisma

Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).

Database Data & Analysis
typescript
...
View Qdrant MCP Server

Qdrant MCP Server

by qdrant

Official Model Context Protocol (MCP) server for Qdrant, enabling AI agents to interact with the Qdrant vector database for semantic search and memory.

Database Knowledge & Memory
python
...
View rashidazarang/airtable-mcp

rashidazarang/airtable-mcp

by rashidazarang

Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.

Data & Analysis Database
python
...
View redis/mcp-redis

redis/mcp-redis

by redis

The Redis official MCP Server offers an interface to manage and search data in Redis.

Data & Analysis Search Database
python
...
View runekaagaard/mcp-alchemy

runekaagaard/mcp-alchemy

by runekaagaard

Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.

Database Data & Analysis
python
...
View skysqlinc/skysql-mcp

skysqlinc/skysql-mcp

by skysqlinc

Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.

Database Data & Analysis AI Chatbots (Consumer) +1
...
View Snowflake-Labs/mcp

Snowflake-Labs/mcp

by Snowflake-Labs

Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.

Database Data & Analysis Security & Privacy
python
...
View subnetmarco/pgmcp

subnetmarco/pgmcp

by subnetmarco

Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.

Database Data & Analysis
go
...
View supabase-community/supabase-mcp

supabase-community/supabase-mcp

by supabase-community

Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.

Data & Analysis Productivity & Organization Database
typescript
...
View VictoriaMetrics-Community/mcp-victorialogs

VictoriaMetrics-Community/mcp-victorialogs

by VictoriaMetrics-Community

Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.

API Productivity & Organization Database
go
...
View weaviate/mcp-server-weaviate

weaviate/mcp-server-weaviate

by weaviate

An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.

Communication Database
python
...
View wenb1n-dev/mysql\mcp\server\pro

wenb1n-dev/mysql\mcp\server\pro

by wenb1n-dev

Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization

Database Data & Analysis Development Tools
python
...
View xexr/mcp-libsql

xexr/mcp-libsql

by Xexr

Production-ready MCP server for libSQL databases with comprehensive security and management tools.

Database Data & Analysis Security & Privacy
typescript
...
View xing5/mcp-google-sheets

xing5/mcp-google-sheets

by xing5

A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.

API Database
python
...
View ydb/ydb-mcp

ydb/ydb-mcp

by ydb-platform

MCP server for interacting with [YDB](https://ydb.tech/) databases

Database Data & Analysis
python
...
View yashshingvi/databricks-genie-MCP

yashshingvi/databricks-genie-MCP

by yashshingvi

A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.

Database Data & Analysis API
python
...
View akramIOT/MCP\AI\SOC\Sher

akramIOT/MCP\AI\SOC\Sher

by akramIOT

MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.

Database Security & Privacy Development Tools
python
...
View endorhq/cli

endorhq/cli

by endorhq

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.

Development Tools Database Design & Creative +1
typescript macos, windows
...
View InsForge/insforge-mcp

InsForge/insforge-mcp

by InsForge

AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.

Database Data & Analysis Development Tools +1
typescript
...
View j4c0bs/mcp-server-sql-analyzer

j4c0bs/mcp-server-sql-analyzer

by j4c0bs

MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)

Database Development Tools
python
...
View kdqed/zaturn

kdqed/zaturn

by kdqed

Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

Database Data & Analysis Data Science
python macos, windows
...
View pi22by7/In-Memoria

pi22by7/In-Memoria

by pi22by7

Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.

Database Development Tools Knowledge & Memory
typescript macos, windows
...
View JamesANZ/memory-mcp

JamesANZ/memory-mcp

by JamesANZ

An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.

Knowledge & Memory Database AI Chatbots (Consumer) +1
typescript
...
View deadletterq/mcp-opennutrition

deadletterq/mcp-opennutrition

by deadletterq

Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

Database Data & Analysis Search +1
typescript
...
View Himalayas-App/himalayas-mcp

Himalayas-App/himalayas-mcp

by Himalayas-App

Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.

Database Data & Analysis Search
typescript
...
View QuentinCody/catalysishub-mcp-server

QuentinCody/catalysishub-mcp-server

by QuentinCody

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.

Database Data & Analysis Search
python
...
View sanyambassi/thales-cdsp-cakm-mcp-server

sanyambassi/thales-cdsp-cakm-mcp-server

by sanyambassi

MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.

Database Data & Analysis Monitoring +1
python windows, linux
...
View StacklokLabs/osv-mcp

StacklokLabs/osv-mcp

by StacklokLabs

Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.

Database Data & Analysis Security & Privacy
go
...
View HaroldFinchIFT/vuln-nist-mcp-server

HaroldFinchIFT/vuln-nist-mcp-server

by HaroldFinchIFT

A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.

Database Data & Analysis API +1
python macos, windows
...
View cobanov/teslamate-mcp

cobanov/teslamate-mcp

by cobanov

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

Database Data & Analysis Travel & Transportation
python
...
View bart6114/my-bear-mcp-server

bart6114/my-bear-mcp-server

by bart6114

Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.

Database Integration
typescript macos
...
View mediar-ai/screenpipe

mediar-ai/screenpipe

by mediar-ai

🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.

Database Search Audio +1
...

Design & Creative

38
View 1mcp/agent

1mcp/agent

by 1mcp-app

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

Aggregation Design & Creative Agent Frameworks +1
typescript macos, windows
...
View glenngillen/mcpmcp-server

glenngillen/mcpmcp-server

by glenngillen

A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.

Aggregation Design & Creative Productivity & Organization +1
typescript macos, windows
...
View sitbon/magg

sitbon/magg

by sitbon

Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.

Aggregation Design & Creative Search +1
python macos, windows
...
View Narasimhaponnada/mermaid-mcp

Narasimhaponnada/mermaid-mcp

by Narasimhaponnada

AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server`

Design & Creative Integration AI & ML
typescript macos, windows
...
View cyclops-ui/mcp-cyclops

cyclops-ui/mcp-cyclops

by cyclops-ui

An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction

Cloud Platforms Design & Creative Agent Frameworks +1
go
...
View dagger/container-use

dagger/container-use

by dagger

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.

Code Execution Development Tools Design & Creative +1
go macos, windows
...
View nesquikm/mcp-rubber-duck

nesquikm/mcp-rubber-duck

by nesquikm

An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives

Code Generation Design & Creative Agent Frameworks +1
typescript
...
View PhononX/cv-mcp-server

PhononX/cv-mcp-server

by PhononX

MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app/). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app/).

Communication Design & Creative Voice & Audio AI +1
typescript macos, windows
...
View antv/mcp-server-chart

antv/mcp-server-chart

by antvis

A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).

Customer Data Platforms Data & Analysis Design & Creative +1
typescript
...
View hustcc/mcp-echarts

hustcc/mcp-echarts

by hustcc

Generate visual charts using [Apache ECharts](https://echarts.apache.org/) with AI MCP dynamically.

Customer Data Platforms Data & Analysis Design & Creative +1
typescript
...
View dbt-labs/dbt-mcp

dbt-labs/dbt-mcp

by dbt-labs

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

Data & Analysis Design & Creative Search +1
python
...
View agent-hanju/char-index-mcp

agent-hanju/char-index-mcp

by agent-hanju

Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.

Development Tools Design & Creative Search +1
python macos, windows
...
View ArchAI-Labs/fastmcp-sonarqube-metrics

ArchAI-Labs/fastmcp-sonarqube-metrics

by ArchAI-Labs

A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.

Development Tools Design & Creative AI & ML +1
python macos, windows
...
View buildkite/buildkite-mcp-server

buildkite/buildkite-mcp-server

by buildkite

Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.

Development Tools Design & Creative AI & ML
go macos, windows
...
View endorhq/cli

endorhq/cli

by endorhq

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.

Development Tools Database Design & Creative +1
typescript macos, windows
...
View etsd-tech/mcp-pointer

etsd-tech/mcp-pointer

by etsd-tech

Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.

Development Tools Design & Creative Image Generation +1
typescript macos, windows
...
View ios-simulator-mcp

ios-simulator-mcp

by joshuayoes

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.

Development Tools Design & Creative AI & ML +1
typescript macos
...
View lpigeon/unitree-go2-mcp-server

lpigeon/unitree-go2-mcp-server

by lpigeon

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

Development Tools Design & Creative AI & ML
python linux
...
View mattjegan/swarmia-mcp

mattjegan/swarmia-mcp

by mattjegan

Read-only MCP server to help gather metrics from [Swarmia](https://github.com/punkpeye/awesome-mcp-servers/blob/main/swarmia.com) for quick reporting.

Development Tools Design & Creative AI & ML
python macos, linux
...
View sequa-ai/sequa-mcp

sequa-ai/sequa-mcp

by sequa-ai

Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

Development Tools Design & Creative AI & ML +1
typescript macos, windows
...
View paracetamol951/P-Link-MCP

paracetamol951/P-Link-MCP

by paracetamol951

Implementation of HTTP 402 (payment required http code) relying on Solana

Development Tools Design & Creative Finance
macos, linux
View phisanti/MCPR

phisanti/MCPR

by phisanti

Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.

Data Science Data & Analysis Design & Creative +1
macos, windows
...
View Bright-L01/networkx-mcp-server

Bright-L01/networkx-mcp-server

by Bright-L01

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.

Data Science Data & Analysis Design & Creative +1
python
...
View kukapay/sui-trader-mcp

kukapay/sui-trader-mcp

by kukapay

An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.

Finance Design & Creative Agent Frameworks +1
typescript
...
View ThomasMarches/substrate-mcp-rs

ThomasMarches/substrate-mcp-rs

by ThomasMarches

An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.

Finance Design & Creative AI & ML
rust
...
View yshngg/pmcp

yshngg/pmcp

by yshngg

A Prometheus Model Context Protocol Server.

Monitoring Design & Creative AI & ML +1
go macos, windows
...
View r-huijts/opentk-mcp

r-huijts/opentk-mcp

by r-huijts

Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)

Search Data & Analysis Design & Creative
typescript
...
View AIM-Intelligence/AIM-Guard-MCP

AIM-Intelligence/AIM-Guard-MCP

by AIM-Intelligence

Security-focused MCP server that provides safety guidelines and content analysis for AI agents.

Security & Privacy Data & Analysis Writing & Content +1
typescript macos, windows
...
View jtang613/GhidrAssistMCP

jtang613/GhidrAssistMCP

by jtang613

A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.

Security & Privacy Design & Creative AI & ML +1
java
...
View r-huijts/ns-mcp-server

r-huijts/ns-mcp-server

by r-huijts

Access Dutch Railways (NS) travel information, schedules, and real-time updates

Travel & Transportation Design & Creative AI & ML
typescript
...
View tubasasakunn/context-apps-mcp

tubasasakunn/context-apps-mcp

by tubasasakunn

AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.

Productivity & Organization Design & Creative Integration +1
typescript macos, windows
...
View r-huijts/ethics-check-mcp

r-huijts/ethics-check-mcp

by r-huijts

MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning

Integration Data & Analysis Writing & Content +1
python
...

Development Tools

182
View sxhxliang/mcp-access-point

sxhxliang/mcp-access-point

by sxhxliang

Turn a web service into an MCP server in one click without making any code changes.

Web Development Tools Aggregation
typescript macos, windows
...
View Data-Everything/mcp-server-templates

Data-Everything/mcp-server-templates

by Data-Everything

One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.

Development Tools Aggregation
typescript macos, windows
...
View 4everland/4everland-hosting-mcp

4everland/4everland-hosting-mcp

by 4everland

An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.

Development Tools Cloud Platforms
typescript macos, linux
...
View rrmistry/tilt-mcp

rrmistry/tilt-mcp

by rrmistry

A Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.

Development Tools Cloud Platforms
python macos, windows
...
View r33drichards/mcp-js

r33drichards/mcp-js

by r33drichards

A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.

Development Tools Code Execution
rust macos, linux
...
View yepcode/mcp-server-js

yepcode/mcp-server-js

by yepcode

Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages

Development Tools Code Execution
typescript
...
View dagger/container-use

dagger/container-use

by dagger

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.

Code Execution Development Tools Design & Creative +1
go macos, windows
...
View doggybee/mcp-server-leetcode

doggybee/mcp-server-leetcode

by doggybee

An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.

Data & Analysis Files Search +2
typescript
...
View gabrielmaialva33/winx-code-agent

gabrielmaialva33/winx-code-agent

by gabrielmaialva33

A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.

Files Development Tools Code Generation
rust
...
View jinzcdev/leetcode-mcp-server

jinzcdev/leetcode-mcp-server

by jinzcdev

MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.

Data & Analysis Development Tools Security & Privacy +1
typescript
...
View juehang/vscode-mcp-server

juehang/vscode-mcp-server

by juehang

A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.

Files Development Tools Code Generation
typescript
...
View oraios/serena

oraios/serena

by oraios

A fully-featured coding agent that relies on symbolic code operations by using language servers.

Development Tools Code Generation
python
...
View VertexStudio/developer

VertexStudio/developer

by VertexStudio

Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities

Files Development Tools Code Generation
rust macos, windows
...
View wende/cicada

wende/cicada

by wende

Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing

Search Development Tools Code Generation
python macos, windows
...
View wonderwhy-er/DesktopCommanderMCP

wonderwhy-er/DesktopCommanderMCP

by wonderwhy-er

A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

Files Search Development Tools +1
typescript macos, windows
...
View areweai/tsgram-mcp

areweai/tsgram-mcp

by areweai

TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!

Development Tools Communication
...
View crystaldba/postgres-mcp

crystaldba/postgres-mcp

by crystaldba

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

Development Tools Database
python
...
View wenb1n-dev/mysql\mcp\server\pro

wenb1n-dev/mysql\mcp\server\pro

by wenb1n-dev

Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization

Database Data & Analysis Development Tools
python
...
View aashari/mcp-server-atlassian-bitbucket

aashari/mcp-server-atlassian-bitbucket

by aashari

Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.

Development Tools Integration AI & ML +1
typescript
...
View aashari/mcp-server-atlassian-confluence

aashari/mcp-server-atlassian-confluence

by aashari

Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.

Development Tools Writing & Content Integration +1
typescript
...
View aashari/mcp-server-atlassian-jira

aashari/mcp-server-atlassian-jira

by aashari

Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.

Development Tools Integration AI & ML +1
typescript
...
View abrinsmead/mindpilot-mcp

abrinsmead/mindpilot-mcp

by abrinsmead

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

Web Development Tools
typescript
...
View admica/FileScopeMCP

admica/FileScopeMCP

by admica

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.

Files Development Tools
python
...
View agent-hanju/char-index-mcp

agent-hanju/char-index-mcp

by agent-hanju

Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.

Development Tools Design & Creative Search +1
python macos, windows
...
View akramIOT/MCP\AI\SOC\Sher

akramIOT/MCP\AI\SOC\Sher

by akramIOT

MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.

Database Security & Privacy Development Tools
python
...
View ArchAI-Labs/fastmcp-sonarqube-metrics

ArchAI-Labs/fastmcp-sonarqube-metrics

by ArchAI-Labs

A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.

Development Tools Design & Creative AI & ML +1
python macos, windows
...
View artmann/package-registry-mcp

artmann/package-registry-mcp

by artmann

MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

Search Development Tools
typescript macos, windows
...
View wyattjoh/jsr-mcp

wyattjoh/jsr-mcp

by wyattjoh

Model Context Protocol server for the JSR (JavaScript Registry)

Development Tools AI & ML Knowledge & Memory
typescript
...
View avisangle/jenkins-mcp-server

avisangle/jenkins-mcp-server

by avisangle

Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection and 2FA support.

Monitoring Development Tools
python macos, windows
...
View buildkite/buildkite-mcp-server

buildkite/buildkite-mcp-server

by buildkite

Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.

Development Tools Design & Creative AI & ML
go macos, windows
...
View Chunkydotdev/bldbl-mcp

Chunkydotdev/bldbl-mcp

by chunkydotdev

Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev/). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.

Productivity & Organization Development Tools
typescript macos, windows
...
View CodeLogicIncEngineering/codelogic-mcp-server

CodeLogicIncEngineering/codelogic-mcp-server

by CodeLogicIncEngineering

Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.

Data & Analysis Development Tools
python macos, windows
...
View Comet-ML/Opik-MCP

Comet-ML/Opik-MCP

by comet-ml

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

Data & Analysis Monitoring Development Tools
typescript
...
View ConfigCat/mcp-server

ConfigCat/mcp-server

by configcat

MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.

Utilities Development Tools
typescript
...
View cqfn/aibolit-mcp-server

cqfn/aibolit-mcp-server

by cqfn

Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'

Development Tools Agent Frameworks AI & ML
java
...
View davidan90/time-node-mcp

davidan90/time-node-mcp

by davidan90

Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.

Utilities Development Tools
typescript
...
View deploy-mcp/deploy-mcp

deploy-mcp/deploy-mcp

by alexpota

Universal deployment tracker for AI assistants with live status badges and deployment monitoring

Monitoring Development Tools
typescript
...
View docker/hub-mcp

docker/hub-mcp

by docker

Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images

Search Media Development Tools
typescript
...
View endorhq/cli

endorhq/cli

by endorhq

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.

Development Tools Database Design & Creative +1
typescript macos, windows
...
View etsd-tech/mcp-pointer

etsd-tech/mcp-pointer

by etsd-tech

Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.

Development Tools Design & Creative Image Generation +1
typescript macos, windows
...
View freema/mcp-design-system-extractor

freema/mcp-design-system-extractor

by freema

Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.

Data & Analysis Development Tools
typescript
...
View gitkraken/gk-cli

gitkraken/gk-cli

by gitkraken

A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.

API Development Tools
go macos, windows
...
View GLips/Figma-Context-MCP

GLips/Figma-Context-MCP

by GLips

Provide coding agents direct access to Figma data to help them one-shot design implementation.

Data & Analysis Development Tools
typescript
...
View gofireflyio/firefly-mcp

gofireflyio/firefly-mcp

by gofireflyio

Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai/).

Development Tools Search AI & ML +1
typescript
...
View gorosun/unified-diff-mcp

gorosun/unified-diff-mcp

by gorosun

Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration

Files Development Tools
typescript
...
View Govcraft/rust-docs-mcp-server

Govcraft/rust-docs-mcp-server

by Govcraft

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.

Search Development Tools
rust
...
View PromptExecution/cratedocs-mcp

PromptExecution/cratedocs-mcp

by promptexecution

Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.

API Development Tools
rust
...
View HainanZhao/mcp-gitlab-jira

HainanZhao/mcp-gitlab-jira

by HainanZhao

Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.

Files Development Tools
typescript
...
View haris-musa/excel-mcp-server

haris-musa/excel-mcp-server

by haris-musa

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).

Data & Analysis Development Tools
python
...
View higress-group/higress-ops-mcp-server

higress-group/higress-ops-mcp-server

by higress-group

MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.

Utilities Development Tools
python
...
View hijaz/postmancer

hijaz/postmancer

by hijaz

A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.

API Development Tools
typescript
...
View hloiseaufcms/mcp-gopls

hloiseaufcms/mcp-gopls

by hloiseaufcms

A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.

Development Tools Data & Analysis
go
...
View Hypersequent/qasphere-mcp

Hypersequent/qasphere-mcp

by Hypersequent

Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

Development Tools Search Integration +1
typescript
...
View idosal/git-mcp

idosal/git-mcp

by idosal

[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com/) repository or project for documentation

Utilities Development Tools
typescript
...
View IlyaGulya/gradle-mcp-server

IlyaGulya/gradle-mcp-server

by IlyaGulya

Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting

API Productivity & Organization Development Tools
...
View promptexecution/just-mcp

promptexecution/just-mcp

by promptexecution

Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.

Files Development Tools
rust
...
View InditexTech/mcp-server-simulator-ios-idb

InditexTech/mcp-server-simulator-ios-idb

by InditexTech

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

Development Tools AI & ML Knowledge & Memory +1
typescript macos
...
View InsForge/insforge-mcp

InsForge/insforge-mcp

by InsForge

AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.

Database Data & Analysis Development Tools +1
typescript
...
View Inspizzz/jetbrains-datalore-mcp

Inspizzz/jetbrains-datalore-mcp

by inspizzz

MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )

Data & Analysis API Files +1
python
...
View ios-simulator-mcp

ios-simulator-mcp

by joshuayoes

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.

Development Tools Design & Creative AI & ML +1
typescript macos
...
View isaacphi/mcp-language-server

isaacphi/mcp-language-server

by isaacphi

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.

Development Tools
go
...
View IvanAmador/vercel-ai-docs-mcp

IvanAmador/vercel-ai-docs-mcp

by IvanAmador

A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.

Search Development Tools
typescript
...
View j4c0bs/mcp-server-sql-analyzer

j4c0bs/mcp-server-sql-analyzer

by j4c0bs

MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)

Database Development Tools
python
...
View janreges/ai-distiller-mcp

janreges/ai-distiller-mcp

by janreges

Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.

API Development Tools
go
...
View jasonjmcghee/claude-debugs-for-you

jasonjmcghee/claude-debugs-for-you

by jasonjmcghee

An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

Development Tools AI & ML
typescript
...
View Jktfe/serveMyAPI

Jktfe/serveMyAPI

by Jktfe

A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.

API Development Tools
typescript macos
...
View Jpisnice/shadcn-ui-mcp-server

Jpisnice/shadcn-ui-mcp-server

by Jpisnice

MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

Data & Analysis Development Tools
typescript
...
View jsdelivr/globalping-mcp-server

jsdelivr/globalping-mcp-server

by jsdelivr

The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.

Development Tools AI & ML
typescript
...
View lpigeon/ros-mcp-server

lpigeon/ros-mcp-server

by lpigeon

The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.

Utilities Development Tools
python macos, windows
...
View lpigeon/unitree-go2-mcp-server

lpigeon/unitree-go2-mcp-server

by lpigeon

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

Development Tools Design & Creative AI & ML
python linux
...
View ukkit/memcord

ukkit/memcord

by ukkit

A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.

Search Communication Development Tools
python macos, linux
...
View mattjegan/swarmia-mcp

mattjegan/swarmia-mcp

by mattjegan

Read-only MCP server to help gather metrics from [Swarmia](https://github.com/punkpeye/awesome-mcp-servers/blob/main/swarmia.com) for quick reporting.

Development Tools Design & Creative AI & ML
python macos, linux
...
View mobile-next/mobile-mcp

mobile-next/mobile-mcp

by mobile-next

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.

API Development Tools Automation
typescript macos, linux
...
View mumez/pharo-smalltalk-interop-mcp-server

mumez/pharo-smalltalk-interop-mcp-server

by mumez

Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images.

Development Tools Media
python
...
View narumiruna/gitingest-mcp

narumiruna/gitingest-mcp

by narumiruna

A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.

Development Tools
python
...
View neilberkman/editorconfig\mcp

neilberkman/editorconfig\mcp

by neilberkman

Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.

Files Development Tools
typescript
...
View OctoMind-dev/octomind-mcp

OctoMind-dev/octomind-mcp

by OctoMind-dev

lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.

Data & Analysis Development Tools
typescript
...
View OpenZeppelin/contracts-wizard

OpenZeppelin/contracts-wizard

by OpenZeppelin

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).

Development Tools Agent Frameworks AI & ML +1
...
View bgauryy/octocode-mcp

bgauryy/octocode-mcp

by bgauryy

AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.

Search Development Tools
typescript macos, windows
...
View ooples/token-optimizer-mcp

ooples/token-optimizer-mcp

by ooples

Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.

API Development Tools Monitoring
typescript macos, windows
...
View picahq/mcp

picahq/mcp

by picahq

One MCP for all your integrations — powered by [Pica](https://www.picaos.com/), the infrastructure for intelligent, collaborative agents.

Utilities Development Tools
typescript
...
View posthog/mcp

posthog/mcp

by posthog

An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.

Data & Analysis Development Tools
typescript
...
View Pratyay/mac-monitor-mcp

Pratyay/mac-monitor-mcp

by Pratyay

Identifies resource-intensive processes on macOS and provides performance improvement suggestions.

Utilities Development Tools
python macos
...
View ReAPI-com/mcp-openapi

ReAPI-com/mcp-openapi

by ReAPI-com

MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data

Data & Analysis API Development Tools
typescript
...
View reflagcom/mcp

reflagcom/mcp

by reflagcom

Flag features directly from chat in your IDE with [Reflag](https://reflag.com/).

Communication Development Tools
typescript
...
View ryan0204/github-repo-mcp

ryan0204/github-repo-mcp

by Ryan0204

GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.

Files Development Tools
typescript macos, windows
...
View sapientpants/sonarqube-mcp-server

sapientpants/sonarqube-mcp-server

by sapientpants

A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses

Development Tools API AI & ML +1
rust
...
View SDGLBL/mcp-claude-code

SDGLBL/mcp-claude-code

by SDGLBL

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

Development Tools Data & Analysis AI & ML
python
...
View sequa-ai/sequa-mcp

sequa-ai/sequa-mcp

by sequa-ai

Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

Development Tools Design & Creative AI & ML +1
typescript macos, windows
...
View stass/lldb-mcp

stass/lldb-mcp

by stass

A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.

Files Development Tools
python macos, linux
...
View TencentEdgeOne/edgeone-pages-mcp

TencentEdgeOne/edgeone-pages-mcp

by TencentEdgeOne

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

Development Tools Writing & Content AI & ML
typescript
...
View Tommertom/awesome-ionic-mcp

Tommertom/awesome-ionic-mcp

by Tommertom

Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!

Utilities Development Tools
typescript
...
View tumf/mcp-text-editor

tumf/mcp-text-editor

by tumf

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

Files Development Tools
python
...
View utensils/mcp-nixos

utensils/mcp-nixos

by utensils

MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.

Development Tools AI & ML
python
...
View vasayxtx/mcp-prompt-engine

vasayxtx/mcp-prompt-engine

by vasayxtx

MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.

Utilities Development Tools
go macos, windows
...
View VSCode Devtools

VSCode Devtools

by biegehydra

Connect to VSCode ide and use semantic tools like `find_usages`

Development Tools Search Integration
typescript
...
View Webvizio/mcp

Webvizio/mcp

by Webvizio

Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.

Data & Analysis Web Productivity & Organization +1
typescript
...
View xzq.xu/jvm-mcp-server

xzq.xu/jvm-mcp-server

by xzq-xu

An implementation project of a JVM-based MCP (Model Context Protocol) server.

Development Tools AI & ML Knowledge & Memory
typescript
...
View yiwenlu66/PiloTY

yiwenlu66/PiloTY

by yiwenlu66

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management

Development Tools Integration Agent Frameworks +1
python
...
View YuChenSSR/multi-ai-advisor

YuChenSSR/multi-ai-advisor

by YuChenSSR

A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.

Development Tools AI & ML Knowledge & Memory
typescript
...
View Yutarop/ros-mcp

Yutarop/ros-mcp

by Yutarop

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

Communication Development Tools
python linux
...
View yWorks/mcp-typescribe

yWorks/mcp-typescribe

by yWorks

MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

API Development Tools
typescript
...
View zaizaizhao/mcp-swagger-server

zaizaizhao/mcp-swagger-server

by zaizaizhao

A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.

API Development Tools
typescript
...
View zenml-io/mcp-zenml

zenml-io/mcp-zenml

by zenml-io

An MCP server to connect with your [ZenML](https://www.zenml.io/) MLOps and LLMOps pipelines

Development Tools Integration AI & ML
python
...
View zillow/auto-mobile

zillow/auto-mobile

by zillow

Tool suite built around an MCP server for Android automation for developer workflow and testing

Development Tools Automation
typescript linux
...
View paracetamol951/P-Link-MCP

paracetamol951/P-Link-MCP

by paracetamol951

Implementation of HTTP 402 (payment required http code) relying on Solana

Development Tools Design & Creative Finance
macos, linux
View Regenerating-World/pix-mcp

Regenerating-World/pix-mcp

by Regenerating-World

Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.

Development Tools Finance
typescript
...
View codex-data/codex-mcp

codex-data/codex-mcp

by Codex-Data

[Codex API](https://www.codex.io/) integration for real-time enriched blockchain and market data on 60+ networks

Data & Analysis API Development Tools +1
typescript
...
View glaksmono/finbud-data-mcp

glaksmono/finbud-data-mcp

by glaksmono

Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.

Data & Analysis API Development Tools +1
typescript
...
View GistPad-MCP

GistPad-MCP

by lostintangent

Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to [https://gistpad.dev](https://gistpad.dev/) and the [GistPad VS Code extension](https://aka.ms/gistpad).

Development Tools Knowledge & Memory
typescript
...
View mem0ai/mem0-mcp

mem0ai/mem0-mcp

by mem0ai

A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf

Development Tools Knowledge & Memory
python
...
View MWGMorningwood/Central-Memory-MCP

MWGMorningwood/Central-Memory-MCP

by MWGMorningwood

An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.

Development Tools Knowledge & Memory
typescript
...
View pi22by7/In-Memoria

pi22by7/In-Memoria

by pi22by7

Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.

Database Development Tools Knowledge & Memory
typescript macos, windows
...
View TechDocsStudio/biel-mcp

TechDocsStudio/biel-mcp

by TechDocsStudio

Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.

Development Tools Knowledge & Memory
typescript
...
View QGIS MCP

QGIS MCP

by jjsantos01

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

Development Tools Location Services
...
View open-strategy-partners/osp\marketing\tools

open-strategy-partners/osp\marketing\tools

by open-strategy-partners

A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.

Development Tools Marketing & Growth
python
...
View hyperb1iss/lucidity-mcp

hyperb1iss/lucidity-mcp

by hyperb1iss

Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities

Development Tools Security & Privacy Monitoring
python
...
View last9/last9-mcp-server

last9/last9-mcp-server

by last9

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster

Development Tools Monitoring
...
View Tommertom/sonos-ts-mcp

Tommertom/sonos-ts-mcp

by Tommertom

Comprehensive Sonos audio system control through pure TypeScript implementation. Features complete device discovery, multi-room playback management, queue control, music library browsing, alarm management, real-time event subscriptions, and audio EQ settings. Includes 50+ tools for seamless smart home audio automation via UPnP/SOAP protocols.

Development Tools Audio Automation +1
typescript macos, windows
...
View deadletterq/mcp-opennutrition

deadletterq/mcp-opennutrition

by deadletterq

Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

Database Data & Analysis Search +1
typescript
...
View sascharo/gxtract

sascharo/gxtract

by sascharo

GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.

Development Tools Search
python macos, windows
...
View shopsavvy/shopsavvy-mcp-server

shopsavvy/shopsavvy-mcp-server

by shopsavvy

Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.

Data & Analysis Search Development Tools
typescript
...
View BurtTheCoder/mcp-shodan

BurtTheCoder/mcp-shodan

by BurtTheCoder

MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.

API Search Development Tools +1
typescript windows
...
View hieutran/entraid-mcp-server

hieutran/entraid-mcp-server

by hieuttmmo

A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.

Development Tools Security & Privacy
python
...
View mobb-dev/mobb-vibe-shield-mcp

mobb-dev/mobb-vibe-shield-mcp

by mobb-dev

[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.

Development Tools Media Security & Privacy
typescript macos, windows
...
View safedep/vet

safedep/vet

by safedep

vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.

Development Tools Security & Privacy
go macos, windows
...
View adeptus-innovatio/solvitor-mcp

adeptus-innovatio/solvitor-mcp

by Adeptus-Innovatio

Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.

Files Development Tools Security & Privacy
rust
...
View zinja-coder/jadx-ai-mcp

zinja-coder/jadx-ai-mcp

by zinja-coder

JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.

Security & Privacy Development Tools AI & ML +1
java
...
View theonedev/tod

theonedev/tod

by theonedev

A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, and pull request review

Development Tools Automation Version Control
go
...
View 2niuhe/qrcode\mcp

2niuhe/qrcode\mcp

by 2niuhe

A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output.

Development Tools Integration
python macos, windows
...
View AbdelStark/bitcoin-mcp

AbdelStark/bitcoin-mcp

by AbdelStark

₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.

Development Tools Integration
...
View jimfilippou/things-mcp

jimfilippou/things-mcp

by jimfilippou

A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.

Productivity & Organization Development Tools Integration
typescript macos
...
View johannesbrandenburger/typst-mcp

johannesbrandenburger/typst-mcp

by johannesbrandenburger

MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.

Development Tools Media Integration
python
...
View nguyenvanduocit/all-in-one-model-context-protocol

nguyenvanduocit/all-in-one-model-context-protocol

by nguyenvanduocit

Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab

Development Tools Integration
go
...
View Shopify/dev-mcp

Shopify/dev-mcp

by Shopify

Model Context Protocol (MCP) server that interacts with Shopify Dev.

Development Tools Integration
typescript
...
View tevonsb/homeassistant-mcp

tevonsb/homeassistant-mcp

by tevonsb

Access Home Assistant data and control devices (lights, switches, thermostats, etc).

Data & Analysis Development Tools Integration
typescript
...
View Tommertom/plugwise-mcp

Tommertom/plugwise-mcp

by Tommertom

TypeScript-based smart home automation server for Plugwise devices with automatic network discovery. Features comprehensive device control for thermostats, switches, smart plugs, energy monitoring, multi-hub management, and real-time climate/power consumption tracking via local network integration.

Development Tools Automation Monitoring +1
typescript macos, windows
...

Education & Learning

1
View kimtth/mcp-remote-call-ping-pong

kimtth/mcp-remote-call-ping-pong

by kimtth

An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

Integration Education & Learning AI & ML +1
python
...

Entertainment

10
View Coding-Solo/godot-mcp

Coding-Solo/godot-mcp

by Coding-Solo

A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.

Utilities Entertainment
typescript
...
View ddsky/gamebrain-api-clients

ddsky/gamebrain-api-clients

by ddsky

Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).

API Search Media +1
...
View kkjdaniel/bgg-mcp

kkjdaniel/bgg-mcp

by kkjdaniel

An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).

Data & Analysis API Entertainment
go
...
View opgginc/opgg-mcp

opgginc/opgg-mcp

by opgginc

Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.

Data & Analysis Entertainment
typescript
...
View pab1ito/chess-mcp

pab1ito/chess-mcp

by pab1it0

Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

Data & Analysis Search Entertainment
python
...
View stefan-xyz/mcp-server-runescape

stefan-xyz/mcp-server-runescape

by stefan-xyz

An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more.

Data & Analysis Entertainment
typescript
...

File Systems

14
View 8b-is/smart-tree

8b-is/smart-tree

by 8b-is

AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.

Files File Systems
rust macos, windows
...
View box/mcp-server-box-remote

box/mcp-server-box-remote

by box

The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.

Data & Analysis Files Search +1
...
View isaacphi/mcp-gdrive

isaacphi/mcp-gdrive

by isaacphi

Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.

File Systems AI & ML Knowledge & Memory
typescript
...
View jeannier/homebrew-mcp

jeannier/homebrew-mcp

by jeannier

Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc.

Utilities File Systems
python macos
...
View microsoft/markitdown

microsoft/markitdown

by microsoft

MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.

Files File Systems
python
...

Files

41
View co-browser/browser-use-mcp-server

co-browser/browser-use-mcp-server

by co-browser

browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.

Files Web Browser Automation
python
...
View doggybee/mcp-server-leetcode

doggybee/mcp-server-leetcode

by doggybee

An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.

Data & Analysis Files Search +2
typescript
...
View gabrielmaialva33/winx-code-agent

gabrielmaialva33/winx-code-agent

by gabrielmaialva33

A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.

Files Development Tools Code Generation
rust
...
View juehang/vscode-mcp-server

juehang/vscode-mcp-server

by juehang

A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.

Files Development Tools Code Generation
typescript
...
View pdavis68/RepoMapper

pdavis68/RepoMapper

An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat

Files Communication Code Generation
macos, windows
View stippi/code-assistant

stippi/code-assistant

by stippi

Coding agent with basic list, read, replace\_in\_file, write, execute\_command and web search tools. Supports multiple projects concurrently.

Files Search Web +1
rust
...
View VertexStudio/developer

VertexStudio/developer

by VertexStudio

Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities

Files Development Tools Code Generation
rust macos, windows
...
View wonderwhy-er/DesktopCommanderMCP

wonderwhy-er/DesktopCommanderMCP

by wonderwhy-er

A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

Files Search Development Tools +1
typescript macos, windows
...
View softeria/ms-365-mcp-server

softeria/ms-365-mcp-server

by softeria

MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)

API Files Communication
typescript
...
View admica/FileScopeMCP

admica/FileScopeMCP

by admica

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.

Files Development Tools
python
...
View gorosun/unified-diff-mcp

gorosun/unified-diff-mcp

by gorosun

Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration

Files Development Tools
typescript
...
View HainanZhao/mcp-gitlab-jira

HainanZhao/mcp-gitlab-jira

by HainanZhao

Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.

Files Development Tools
typescript
...
View promptexecution/just-mcp

promptexecution/just-mcp

by promptexecution

Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.

Files Development Tools
rust
...
View Inspizzz/jetbrains-datalore-mcp

Inspizzz/jetbrains-datalore-mcp

by inspizzz

MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )

Data & Analysis API Files +1
python
...
View neilberkman/editorconfig\mcp

neilberkman/editorconfig\mcp

by neilberkman

Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.

Files Development Tools
typescript
...
View ryan0204/github-repo-mcp

ryan0204/github-repo-mcp

by Ryan0204

GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.

Files Development Tools
typescript macos, windows
...
View stass/lldb-mcp

stass/lldb-mcp

by stass

A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.

Files Development Tools
python macos, linux
...
View tumf/mcp-text-editor

tumf/mcp-text-editor

by tumf

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

Files Development Tools
python
...
View 8b-is/smart-tree

8b-is/smart-tree

by 8b-is

AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.

Files File Systems
rust macos, windows
...
View box/mcp-server-box-remote

box/mcp-server-box-remote

by box

The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.

Data & Analysis Files Search +1
...
View microsoft/markitdown

microsoft/markitdown

by microsoft

MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.

Files File Systems
python
...
View shinpr/mcp-local-rag

shinpr/mcp-local-rag

by shinpr

Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required.

API Files Search +1
typescript
...
View lfnovo/content-core

lfnovo/content-core

by lfnovo

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

Files Web Media +2
python
...
View searchcraft-inc/searchcraft-mcp-server

searchcraft-inc/searchcraft-mcp-server

by searchcraft-inc

Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.

Data & Analysis Files Search
typescript
...
View vectorize-io/vectorize-mcp-server

vectorize-io/vectorize-mcp-server

by vectorize-io

[Vectorize](https://vectorize.io/) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

Files Search
typescript
...
View BurtTheCoder/mcp-virustotal

BurtTheCoder/mcp-virustotal

by BurtTheCoder

MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.

API Files Security & Privacy
typescript windows
...
View adeptus-innovatio/solvitor-mcp

adeptus-innovatio/solvitor-mcp

by Adeptus-Innovatio

Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.

Files Development Tools Security & Privacy
rust
...
View transcribe-app/mcp-transcribe

transcribe-app/mcp-transcribe

by transcribe-app

This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.

Files Media Audio +1
typescript
...
View MonadsAG/capsulecrm-mcp

MonadsAG/capsulecrm-mcp

by MonadsAG

📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file

Files Productivity & Organization Integration
...
View mrjoshuak/godoc-mcp

mrjoshuak/godoc-mcp

by mrjoshuak

Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files

Files Integration
go
...

Finance

101
View paracetamol951/P-Link-MCP

paracetamol951/P-Link-MCP

by paracetamol951

Implementation of HTTP 402 (payment required http code) relying on Solana

Development Tools Design & Creative Finance
macos, linux
View Regenerating-World/pix-mcp

Regenerating-World/pix-mcp

by Regenerating-World

Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.

Development Tools Finance
typescript
...
View getAlby/mcp

getAlby/mcp

by getAlby

Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.

Utilities Finance
typescript
...
View araa47/jupiter-mcp

araa47/jupiter-mcp

by araa47

Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )

API Search Finance
python
...
View armorwallet/armor-crypto-mcp

armorwallet/armor-crypto-mcp

by armorwallet

MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.

Finance AI & ML
python
...
View base/base-mcp

base/base-mcp

by base

Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations

API Finance
typescript
...
View bitteprotocol/mcp

bitteprotocol/mcp

by BitteProtocol

Bitte Protocol integration to run AI Agents on several blockchains.

Finance Integration Agent Frameworks +1
typescript
...
View carsol/monarch-mcp-server

carsol/monarch-mcp-server

by carsol

MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.

Data & Analysis Finance
python
...
View chargebee/mcp

chargebee/mcp

by chargebee

MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).

Finance Integration Agent Frameworks +1
typescript
...
View codex-data/codex-mcp

codex-data/codex-mcp

by Codex-Data

[Codex API](https://www.codex.io/) integration for real-time enriched blockchain and market data on 60+ networks

Data & Analysis API Development Tools +1
typescript
...
View coinpaprika/dexpaprika-mcp

coinpaprika/dexpaprika-mcp

by coinpaprika

Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com/) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.

Data & Analysis API Finance
typescript macos, windows
...
View doggybee/mcp-server-ccxt

doggybee/mcp-server-ccxt

by doggybee

An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.

Data & Analysis Finance
typescript
...
View glaksmono/finbud-data-mcp

glaksmono/finbud-data-mcp

by glaksmono

Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.

Data & Analysis API Development Tools +1
typescript
...
View intentos-labs/beeper-mcp

intentos-labs/beeper-mcp

by intentos-labs

Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.

Finance AI & ML
python
...
View kukapay/binance-alpha-mcp

kukapay/binance-alpha-mcp

by kukapay

An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.

Finance Agent Frameworks AI & ML
python
...
View kukapay/blockbeats-mcp

kukapay/blockbeats-mcp

by kukapay

An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.

Finance Writing & Content Agent Frameworks +1
python
...
View kukapay/bridge-rates-mcp

kukapay/bridge-rates-mcp

by kukapay

Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.

Finance Agent Frameworks AI & ML
typescript
...
View kukapay/chainlist-mcp

kukapay/chainlist-mcp

by kukapay

An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.

Finance Agent Frameworks AI & ML
typescript
...
View kukapay/hyperliquid-info-mcp

kukapay/hyperliquid-info-mcp

by kukapay

An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.

Data & Analysis Finance
python
...
View kukapay/pumpswap-mcp

kukapay/pumpswap-mcp

by kukapay

Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.

Finance Agent Frameworks AI & ML
python
...
View kukapay/raydium-launchlab-mcp

kukapay/raydium-launchlab-mcp

by kukapay

An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).

Finance Agent Frameworks AI & ML
python
...
View kukapay/sui-trader-mcp

kukapay/sui-trader-mcp

by kukapay

An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.

Finance Design & Creative Agent Frameworks +1
typescript
...
View kukapay/token-minter-mcp

kukapay/token-minter-mcp

by kukapay

An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.

Finance Agent Frameworks AI & ML
python
...
View kukapay/wallet-inspector-mcp

kukapay/wallet-inspector-mcp

by kukapay

An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.

Finance Agent Frameworks AI & ML
python
...
View laukikk/alpaca-mcp

laukikk/alpaca-mcp

by laukikk

An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.

Data & Analysis API Finance
python
...
View longportapp/openapi

longportapp/openapi

by longportapp

🐍 ☁️ \- LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.

Data & Analysis API Finance
...
View mcpdotdirect/evm-mcp-server

mcpdotdirect/evm-mcp-server

by mcpdotdirect

Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.

Finance AI & ML
typescript
...
View mcpdotdirect/starknet-mcp-server

mcpdotdirect/starknet-mcp-server

by mcpdotdirect

Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.

Finance Integration AI & ML
typescript
...
View openMF/mcp-mifosx

openMF/mcp-mifosx

by openMF

A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.

Utilities Finance
...
View QuantGeekDev/coincap-mcp

QuantGeekDev/coincap-mcp

by QuantGeekDev

Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys

Data & Analysis API Finance
typescript
...
View QuentinCody/braintree-mcp-server

QuentinCody/braintree-mcp-server

by QuentinCody

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

Finance Sales & CRM Agent Frameworks +1
python
...
View RomThpt/xrpl-mcp-server

RomThpt/xrpl-mcp-server

by RomThpt

MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.

Data & Analysis Monitoring Finance
typescript
...
View tatumio/blockchain-mcp

tatumio/blockchain-mcp

by tatumio

MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.

Data & Analysis API Finance
...
View ThomasMarches/substrate-mcp-rs

ThomasMarches/substrate-mcp-rs

by ThomasMarches

An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.

Finance Design & Creative AI & ML
rust
...
View twelvedata/mcp

twelvedata/mcp

by twelvedata

Interact with [Twelve Data](https://twelvedata.com/) APIs to access real-time and historical financial market data for your AI agents.

Data & Analysis API Finance
python
...
View Wuye-AI/mcp-server-wuye-ai

Wuye-AI/mcp-server-wuye-ai

by wuye-ai

An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.

Finance AI & ML
typescript
...
View zolo-ryan/MarketAuxMcpServer

zolo-ryan/MarketAuxMcpServer

by Zolo-Ryan

MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.

Search Finance
typescript
...
View JamesANZ/evm-mcp

JamesANZ/evm-mcp

by JamesANZ

An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including Infura, Alchemy, QuickNode, local nodes, and more.

Utilities Finance
typescript
...
View JamesANZ/prediction-market-mcp

JamesANZ/prediction-market-mcp

by JamesANZ

An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.

Data & Analysis Finance
typescript
...
View hive-intel/hive-crypto-mcp

hive-intel/hive-crypto-mcp

by hive-intel

Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics

Data & Analysis Web Finance
typescript
...

Healthcare & Medical

2
View genomoncology/biomcp

genomoncology/biomcp

by genomoncology

Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

Search Data & Analysis Research +1
python
...

Image Generation

4
View antv/mcp-server-chart

antv/mcp-server-chart

by antvis

A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).

Customer Data Platforms Data & Analysis Design & Creative +1
typescript
...
View hustcc/mcp-echarts

hustcc/mcp-echarts

by hustcc

Generate visual charts using [Apache ECharts](https://echarts.apache.org/) with AI MCP dynamically.

Customer Data Platforms Data & Analysis Design & Creative +1
typescript
...
View etsd-tech/mcp-pointer

etsd-tech/mcp-pointer

by etsd-tech

Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.

Development Tools Design & Creative Image Generation +1
typescript macos, windows
...
View Bright-L01/networkx-mcp-server

Bright-L01/networkx-mcp-server

by Bright-L01

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.

Data Science Data & Analysis Design & Creative +1
python
...

Integration

145
View WayStation-ai/mcp

WayStation-ai/mcp

by waystation-ai

Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.

Aggregation Integration AI & ML
macos, windows
...
View Narasimhaponnada/mermaid-mcp

Narasimhaponnada/mermaid-mcp

by Narasimhaponnada

AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server`

Design & Creative Integration AI & ML
typescript macos, windows
...
View the-momentum/fhir-mcp-server

the-momentum/fhir-mcp-server

by the-momentum

MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.

Biology, Medicine and Bioinformatics Search Integration +1
python
...
View aashari/mcp-server-aws-sso

aashari/mcp-server-aws-sso

by aashari

AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.

Cloud Platforms Integration AI & ML
typescript
...
View dbt-labs/dbt-mcp

dbt-labs/dbt-mcp

by dbt-labs

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

Data & Analysis Design & Creative Search +1
python
...
View aashari/mcp-server-atlassian-bitbucket

aashari/mcp-server-atlassian-bitbucket

by aashari

Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.

Development Tools Integration AI & ML +1
typescript
...
View aashari/mcp-server-atlassian-confluence

aashari/mcp-server-atlassian-confluence

by aashari

Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.

Development Tools Writing & Content Integration +1
typescript
...
View aashari/mcp-server-atlassian-jira

aashari/mcp-server-atlassian-jira

by aashari

Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.

Development Tools Integration AI & ML +1
typescript
...
View Hypersequent/qasphere-mcp

Hypersequent/qasphere-mcp

by Hypersequent

Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

Development Tools Search Integration +1
typescript
...
View VSCode Devtools

VSCode Devtools

by biegehydra

Connect to VSCode ide and use semantic tools like `find_usages`

Development Tools Search Integration
typescript
...
View yiwenlu66/PiloTY

yiwenlu66/PiloTY

by yiwenlu66

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management

Development Tools Integration Agent Frameworks +1
python
...
View zenml-io/mcp-zenml

zenml-io/mcp-zenml

by zenml-io

An MCP server to connect with your [ZenML](https://www.zenml.io/) MLOps and LLMOps pipelines

Development Tools Integration AI & ML
python
...
View jjsantos01/jupyter-notebook-mcp

jjsantos01/jupyter-notebook-mcp

by jjsantos01

connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.

Data Science Data & Analysis Integration +1
python
...
View bitteprotocol/mcp

bitteprotocol/mcp

by BitteProtocol

Bitte Protocol integration to run AI Agents on several blockchains.

Finance Integration Agent Frameworks +1
typescript
...
View chargebee/mcp

chargebee/mcp

by chargebee

MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).

Finance Integration Agent Frameworks +1
typescript
...
View mcpdotdirect/starknet-mcp-server

mcpdotdirect/starknet-mcp-server

by mcpdotdirect

Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.

Finance Integration AI & ML
typescript
...
View kaliaboi/mcp-zotero

kaliaboi/mcp-zotero

by kaliaboi

A connector for LLMs to work with collections and sources on your Zotero Cloud

Knowledge & Memory Integration AI & ML +1
typescript
...
View ragieai/mcp-server

ragieai/mcp-server

by ragieai

Retrieve context from your [Ragie](https://www.ragie.ai/) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.

Knowledge & Memory Integration AI & ML +1
typescript
...
View imprvhub/mcp-claude-hackernews

imprvhub/mcp-claude-hackernews

by imprvhub

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

Search Data & Analysis Integration +1
typescript
...
View nguyenvanduocit/jira-mcp

nguyenvanduocit/jira-mcp

by nguyenvanduocit

A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.

Support & Service Management Productivity & Organization Automation +1
go
...
View sooperset/mcp-atlassian

sooperset/mcp-atlassian

by sooperset

MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.

Data & Analysis Search Integration
python
...
View tubasasakunn/context-apps-mcp

tubasasakunn/context-apps-mcp

by tubasasakunn

AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.

Productivity & Organization Design & Creative Integration +1
typescript macos, windows
...
View 2niuhe/plantuml\web

2niuhe/plantuml\web

by 2niuhe

A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.

Web Media Integration
python macos, windows
...
View 2niuhe/qrcode\mcp

2niuhe/qrcode\mcp

by 2niuhe

A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output.

Development Tools Integration
python macos, windows
...
View AbdelStark/bitcoin-mcp

AbdelStark/bitcoin-mcp

by AbdelStark

₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.

Development Tools Integration
...
View apify/actors-mcp-server

apify/actors-mcp-server

by apify

Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

Data & Analysis Search Web +2
typescript
...
View Azure/azure-mcp

Azure/azure-mcp

by Azure

Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.

Utilities Integration
...
View Badhansen/notion-mcp

Badhansen/notion-mcp

by Badhansen

A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.

API Productivity & Organization Integration
python
...
View ankitmalik84/notion-mcp-server

ankitmalik84/notion-mcp-server

by ankitmalik84

A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.

Integration AI & ML Knowledge & Memory
python
...
View bart6114/my-bear-mcp-server

bart6114/my-bear-mcp-server

by bart6114

Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.

Database Integration
typescript macos
...
View boldsign/boldsign-mcp

boldsign/boldsign-mcp

by boldsign

Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).

Search Integration
typescript
...
View calclavia/mcp-obsidian

calclavia/mcp-obsidian

by calclavia

This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).

Search Integration
typescript
...
View caol64/wenyan-mcp

caol64/wenyan-mcp

by caol64

Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.

Communication Integration
typescript macos, windows
...
View dotemacs/domain-lookup-mcp

dotemacs/domain-lookup-mcp

by dotemacs

Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS)

Data & Analysis Integration
go
...
View ekkyarmandi/ticktick-mcp

ekkyarmandi/ticktick-mcp

by ekkyarmandi

[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.

API Productivity & Organization Integration
python
...
View evalstate/mcp-hfspace

evalstate/mcp-hfspace

by evalstate

Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.

Productivity & Organization Media Audio +2
typescript
...
View evalstate/mcp-miro

evalstate/mcp-miro

by evalstate

Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.

API Security & Privacy Integration
typescript
...
View fotoetienne/gqai

fotoetienne/gqai

by fotoetienne

Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.

Integration API AI & ML
...
View gwbischof/free-will-mcp

gwbischof/free-will-mcp

by gwbischof

Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.

Integration AI & ML
python
...
View Harry-027/JotDown

Harry-027/JotDown

by Harry-027

An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.

Utilities Integration
rust
...
View HenryHaoson/Yuque-MCP-Server

HenryHaoson/Yuque-MCP-Server

by HenryHaoson

📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.

Data & Analysis API Search +1
...
View MonadsAG/capsulecrm-mcp

MonadsAG/capsulecrm-mcp

by MonadsAG

📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file

Files Productivity & Organization Integration
...
View ivo-toby/contentful-mcp

ivo-toby/contentful-mcp

by ivo-toby

Update, create, delete content, content-models and assets in your Contentful Space

Integration Writing & Content AI & ML
typescript
...
View j3k0/speech.sh

j3k0/speech.sh

by j3k0

Let the agent speak things out loud, notify you when he's done working with a quick summary

Utilities Integration
...
View jagan-shanmugam/climatiq-mcp-server

jagan-shanmugam/climatiq-mcp-server

by jagan-shanmugam

A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.

API Integration
python
...
View jen6/ticktick-mcp

jen6/ticktick-mcp

by jen6

[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.

Utilities Integration
python
...
View jimfilippou/things-mcp

jimfilippou/things-mcp

by jimfilippou

A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.

Productivity & Organization Development Tools Integration
typescript macos
...
View johannesbrandenburger/typst-mcp

johannesbrandenburger/typst-mcp

by johannesbrandenburger

MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.

Development Tools Media Integration
python
...
View kimtth/mcp-remote-call-ping-pong

kimtth/mcp-remote-call-ping-pong

by kimtth

An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

Integration Education & Learning AI & ML +1
python
...
View KS-GEN-AI/jira-mcp-server

KS-GEN-AI/jira-mcp-server

by KS-GEN-AI

Read jira data via JQL and api and execute requests to create and edit tickets.

Data & Analysis API Integration
typescript macos, windows
...
View louiscklaw/hko-mcp

louiscklaw/hko-mcp

by louiscklaw

MCP server with basic demonstration of getting weather from Hong Kong Observatory

Utilities Integration
typescript
...
View mediar-ai/screenpipe

mediar-ai/screenpipe

by mediar-ai

🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.

Database Search Audio +1
...
View mrjoshuak/godoc-mcp

mrjoshuak/godoc-mcp

by mrjoshuak

Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files

Files Integration
go
...
View Mtehabsim/ScreenPilot

Mtehabsim/ScreenPilot

by Mtehabsim

enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.

Automation Integration
python
...
View nguyenvanduocit/all-in-one-model-context-protocol

nguyenvanduocit/all-in-one-model-context-protocol

by nguyenvanduocit

Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab

Development Tools Integration
go
...
View offorte/offorte-mcp-server

offorte/offorte-mcp-server

by offorte

The Offorte Proposal Software MCP server enables creation and sending of business proposals.

Utilities Integration
typescript macos, windows
...
View pskill9/hn-server

pskill9/hn-server

by pskill9

📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).

Data & Analysis Integration
...
View PV-Bhat/vibe-check-mcp-server

PV-Bhat/vibe-check-mcp-server

by PV-Bhat

An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment.

Utilities Integration
typescript
...
View QuentinCody/shopify-storefront-mcp-server

QuentinCody/shopify-storefront-mcp-server

by QuentinCody

Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.

Data & Analysis API Integration
python
...
View r-huijts/ethics-check-mcp

r-huijts/ethics-check-mcp

by r-huijts

MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning

Integration Data & Analysis Writing & Content +1
python
...
View rae-api-com/rae-mcp

rae-api-com/rae-mcp

by rae-api-com

🏎️ ☁️ 🍎 🪟 🐧 MPC Server to connect your preferred model with [https://rae-api.com](https://rae-api.com/), Roya Academy of Spanish Dictionary

API Integration
...
View Rai220/think-mcp

Rai220/think-mcp

by Rai220

Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool).

Utilities Integration
python
...
View rember/rember-mcp

rember/rember-mcp

by rember

Create spaced repetition flashcards in [Rember](https://rember.com/) to remember anything you learn in your chats.

Communication Integration
typescript
...
View roychri/mcp-server-asana

roychri/mcp-server-asana

by roychri

📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.

API Integration
...
View inkbytefo/screenmonitormcp

inkbytefo/screenmonitormcp

by inkbytefo

Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.

Monitoring Integration
python macos, windows
...
View Shopify/dev-mcp

Shopify/dev-mcp

by Shopify

Model Context Protocol (MCP) server that interacts with Shopify Dev.

Development Tools Integration
typescript
...
View tevonsb/homeassistant-mcp

tevonsb/homeassistant-mcp

by tevonsb

Access Home Assistant data and control devices (lights, switches, thermostats, etc).

Data & Analysis Development Tools Integration
typescript
...
View TheoBrigitte/mcp-time

TheoBrigitte/mcp-time

by TheoBrigitte

MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.

Utilities Integration
go macos, windows
...
View Tommertom/plugwise-mcp

Tommertom/plugwise-mcp

by Tommertom

TypeScript-based smart home automation server for Plugwise devices with automatic network discovery. Features comprehensive device control for thermostats, switches, smart plugs, energy monitoring, multi-hub management, and real-time climate/power consumption tracking via local network integration.

Development Tools Automation Monitoring +1
typescript macos, windows
...
View ttommyth/interactive-mcp

ttommyth/interactive-mcp

by ttommyth

Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.

Communication Integration
typescript macos, windows
...
View tumf/web3-mcp

tumf/web3-mcp

by tumf

An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.

Data & Analysis API Integration
python
...
View UnitVectorY-Labs/mcp-graphql-forge

UnitVectorY-Labs/mcp-graphql-forge

by UnitVectorY-Labs

A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.

API Integration
go macos, windows
...
View wanaku-ai/wanaku

wanaku-ai/wanaku

by wanaku-ai

☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.

Integration Business & Marketing Agent Frameworks +1
...
View ws-mcp

ws-mcp

by nick1udwig

Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))

Web Integration
...
View imprvhub/mcp-claude-spotify

imprvhub/mcp-claude-spotify

by imprvhub

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

Integration AI & ML Knowledge & Memory
typescript
...

Knowledge & Memory

55
View StacklokLabs/mkp

StacklokLabs/mkp

by StacklokLabs

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.

Cloud Platforms AI & ML Knowledge & Memory
go
...
View neo4j-contrib/mcp-neo4j

neo4j-contrib/mcp-neo4j

by neo4j-contrib

Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)

Database Data & Analysis AI & ML +1
python
...
View Qdrant MCP Server

Qdrant MCP Server

by qdrant

Official Model Context Protocol (MCP) server for Qdrant, enabling AI agents to interact with the Qdrant vector database for semantic search and memory.

Database Knowledge & Memory
python
...
View ArchAI-Labs/fastmcp-sonarqube-metrics

ArchAI-Labs/fastmcp-sonarqube-metrics

by ArchAI-Labs

A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.

Development Tools Design & Creative AI & ML +1
python macos, windows
...
View wyattjoh/jsr-mcp

wyattjoh/jsr-mcp

by wyattjoh

Model Context Protocol server for the JSR (JavaScript Registry)

Development Tools AI & ML Knowledge & Memory
typescript
...
View InditexTech/mcp-server-simulator-ios-idb

InditexTech/mcp-server-simulator-ios-idb

by InditexTech

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

Development Tools AI & ML Knowledge & Memory +1
typescript macos
...
View ios-simulator-mcp

ios-simulator-mcp

by joshuayoes

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.

Development Tools Design & Creative AI & ML +1
typescript macos
...
View OpenZeppelin/contracts-wizard

OpenZeppelin/contracts-wizard

by OpenZeppelin

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).

Development Tools Agent Frameworks AI & ML +1
...
View sapientpants/sonarqube-mcp-server

sapientpants/sonarqube-mcp-server

by sapientpants

A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses

Development Tools API AI & ML +1
rust
...
View sequa-ai/sequa-mcp

sequa-ai/sequa-mcp

by sequa-ai

Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

Development Tools Design & Creative AI & ML +1
typescript macos, windows
...
View xzq.xu/jvm-mcp-server

xzq.xu/jvm-mcp-server

by xzq-xu

An implementation project of a JVM-based MCP (Model Context Protocol) server.

Development Tools AI & ML Knowledge & Memory
typescript
...
View YuChenSSR/multi-ai-advisor

YuChenSSR/multi-ai-advisor

by YuChenSSR

A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.

Development Tools AI & ML Knowledge & Memory
typescript
...
View isaacphi/mcp-gdrive

isaacphi/mcp-gdrive

by isaacphi

Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.

File Systems AI & ML Knowledge & Memory
typescript
...
View apecloud/ApeRAG

apecloud/ApeRAG

by apecloud

Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering

Search Knowledge & Memory
python
...
View cameronrye/openzim-mcp

cameronrye/openzim-mcp

by cameronrye

Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.

API Search Knowledge & Memory
python
...
View entanglr/zettelkasten-mcp

entanglr/zettelkasten-mcp

by entanglr

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.

Search Knowledge & Memory
python
...
View GistPad-MCP

GistPad-MCP

by lostintangent

Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to [https://gistpad.dev](https://gistpad.dev/) and the [GistPad VS Code extension](https://aka.ms/gistpad).

Development Tools Knowledge & Memory
typescript
...
View graphlit-mcp-server

graphlit-mcp-server

by graphlit

Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.

Search Web Knowledge & Memory
typescript
...
View hannesrudolph/mcp-ragdocs

hannesrudolph/mcp-ragdocs

by hannesrudolph

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context

Search Knowledge & Memory
python
...
View jinzcdev/markmap-mcp-server

jinzcdev/markmap-mcp-server

by jinzcdev

An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.

Web Knowledge & Memory
typescript
...
View kaliaboi/mcp-zotero

kaliaboi/mcp-zotero

by kaliaboi

A connector for LLMs to work with collections and sources on your Zotero Cloud

Knowledge & Memory Integration AI & ML +1
typescript
...
View mem0ai/mem0-mcp

mem0ai/mem0-mcp

by mem0ai

A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf

Development Tools Knowledge & Memory
python
...
View MWGMorningwood/Central-Memory-MCP

MWGMorningwood/Central-Memory-MCP

by MWGMorningwood

An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.

Development Tools Knowledge & Memory
typescript
...
View pi22by7/In-Memoria

pi22by7/In-Memoria

by pi22by7

Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.

Database Development Tools Knowledge & Memory
typescript macos, windows
...
View ragieai/mcp-server

ragieai/mcp-server

by ragieai

Retrieve context from your [Ragie](https://www.ragie.ai/) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.

Knowledge & Memory Integration AI & ML +1
typescript
...
View shinpr/mcp-local-rag

shinpr/mcp-local-rag

by shinpr

Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required.

API Files Search +1
typescript
...
View TechDocsStudio/biel-mcp

TechDocsStudio/biel-mcp

by TechDocsStudio

Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.

Development Tools Knowledge & Memory
typescript
...
View topoteretes/cognee

topoteretes/cognee

by topoteretes

Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources

Data & Analysis Knowledge & Memory
typescript
...
View JamesANZ/memory-mcp

JamesANZ/memory-mcp

by JamesANZ

An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.

Knowledge & Memory Database AI Chatbots (Consumer) +1
typescript
...
View JamesANZ/cross-llm-mcp

JamesANZ/cross-llm-mcp

by JamesANZ

An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.

Communication Knowledge & Memory
typescript
...
View seekrays/mcp-monitor

seekrays/mcp-monitor

by seekrays

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.(support CPU、Memory、Disk、Network、Host、Process)

Monitoring AI & ML Knowledge & Memory
go
...
View imprvhub/mcp-status-observer

imprvhub/mcp-status-observer

by imprvhub

Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.

Monitoring AI & ML Knowledge & Memory
typescript
...
View yshngg/pmcp

yshngg/pmcp

by yshngg

A Prometheus Model Context Protocol Server.

Monitoring Design & Creative AI & ML +1
go macos, windows
...
View imprvhub/mcp-domain-availability

imprvhub/mcp-domain-availability

by imprvhub

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

Search Data & Analysis AI & ML +1
python
...
View 13bm/GhidraMCP

13bm/GhidraMCP

by 13bm

MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.

Security & Privacy Data & Analysis AI & ML +1
python
...
View jtang613/GhidrAssistMCP

jtang613/GhidrAssistMCP

by jtang613

A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.

Security & Privacy Design & Creative AI & ML +1
java
...
View zinja-coder/jadx-ai-mcp

zinja-coder/jadx-ai-mcp

by zinja-coder

JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.

Security & Privacy Development Tools AI & ML +1
java
...
View ankitmalik84/notion-mcp-server

ankitmalik84/notion-mcp-server

by ankitmalik84

A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.

Integration AI & ML Knowledge & Memory
python
...
View kimtth/mcp-remote-call-ping-pong

kimtth/mcp-remote-call-ping-pong

by kimtth

An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

Integration Education & Learning AI & ML +1
python
...
View imprvhub/mcp-claude-spotify

imprvhub/mcp-claude-spotify

by imprvhub

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

Integration AI & ML Knowledge & Memory
typescript
...

Location Services

18
View cqtrinv/trinvmcp

cqtrinv/trinvmcp

by cqtrinv

Explore French communes and cadastral parcels based on name and surface

Utilities Location Services
typescript
...
View devilcoder01/weather-mcp-server

devilcoder01/weather-mcp-server

by devilcoder01

Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.

Data & Analysis API Location Services
python
...
View ip2location/mcp-ip2location-io

ip2location/mcp-ip2location-io

by ip2location

Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.

API Location Services
python
...
View iplocate/mcp-server-iplocate

iplocate/mcp-server-iplocate

by iplocate

Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io

Location Services Search AI & ML
typescript
...
View QGIS MCP

QGIS MCP

by jjsantos01

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

Development Tools Location Services
...
View SaintDoresh/Weather-MCP-ClaudeDesktop

SaintDoresh/Weather-MCP-ClaudeDesktop

by SaintDoresh

An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.

Data & Analysis API Location Services
python
...
View stadiamaps/stadiamaps-mcp-server-ts

stadiamaps/stadiamaps-mcp-server-ts

by stadiamaps

A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps

API Location Services
typescript
...
View trackmage/trackmage-mcp-server

trackmage/trackmage-mcp-server

by trackmage

Shipment tracking api and logistics management capabilities through the \[TrackMage API\] ( [https://trackmage.com/](https://trackmage.com/))

API Location Services
typescript
...

Marketing & Growth

5
View gomarble-ai/facebook-ads-mcp-server

gomarble-ai/facebook-ads-mcp-server

by gomarble-ai

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

Data & Analysis Marketing & Growth
python
...
View gomarble-ai/google-ads-mcp-server

gomarble-ai/google-ads-mcp-server

by gomarble-ai

MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.

Data & Analysis Marketing & Growth
python
...
View open-strategy-partners/osp\marketing\tools

open-strategy-partners/osp\marketing\tools

by open-strategy-partners

A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.

Development Tools Marketing & Growth
python
...
View pipeboard-co/meta-ads-mcp

pipeboard-co/meta-ads-mcp

by pipeboard-co

Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.

Automation Marketing & Growth
python
...

Media

40
View hamflx/imagen3-mcp

hamflx/imagen3-mcp

by hamflx

A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.

API Media Aggregation
typescript macos, windows
...
View YangLiangwei/PersonalizationMCP

YangLiangwei/PersonalizationMCP

by YangLiangwei

Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.

Data & Analysis Media Audio +2
python macos, windows
...
View raveenb/fal-mcp-server

raveenb/fal-mcp-server

by raveenb

Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop

Media Audio Art & Culture
python
...
View samuelgursky/davinci-resolve-mcp

samuelgursky/davinci-resolve-mcp

by samuelgursky

MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control

Media Art & Culture
python
...
View xspadex/bilibili-mcp

xspadex/bilibili-mcp

by xspadex

A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.

Media Browser Automation
typescript
...
View qiniu/qiniu-mcp-server

qiniu/qiniu-mcp-server

by qiniu

A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.

Media Cloud Platforms
python
...
View StacklokLabs/ocireg-mcp

StacklokLabs/ocireg-mcp

by StacklokLabs

An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.

Media Cloud Platforms
go
...
View gwbischof/outsource-mcp

gwbischof/outsource-mcp

by gwbischof

Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"

Media Code Execution
python
...
View ChristianHinge/dicom-mcp

ChristianHinge/dicom-mcp

by ChristianHinge

DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.

Media Database
python
...
View docker/hub-mcp

docker/hub-mcp

by docker

Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images

Search Media Development Tools
typescript
...
View mumez/pharo-smalltalk-interop-mcp-server

mumez/pharo-smalltalk-interop-mcp-server

by mumez

Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images.

Development Tools Media
python
...
View ddsky/gamebrain-api-clients

ddsky/gamebrain-api-clients

by ddsky

Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).

API Search Media +1
...
View stass/exif-mcp

stass/exif-mcp

by stass

A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.

Data & Analysis Search Media +1
typescript macos, windows
...
View urlbox/urlbox-mcp-server

urlbox/urlbox-mcp-server

by urlbox

📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting web content (Markdown, metadata, and HTML) via the [Urlbox](https://urlbox.com/) API.

Data & Analysis API Web +2
...
View DappierAI/dappier-mcp

DappierAI/dappier-mcp

by DappierAI

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Data & Analysis Search Web +1
python
...
View joelio/stocky

joelio/stocky

by joelio

An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.

Data & Analysis Search Media
python
...
View lfnovo/content-core

lfnovo/content-core

by lfnovo

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

Files Web Media +2
python
...
View jyjune/mcp\vms

jyjune/mcp\vms

by jyjune

A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.

Media Security & Privacy
python windows
...
View mobb-dev/mobb-vibe-shield-mcp

mobb-dev/mobb-vibe-shield-mcp

by mobb-dev

[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.

Development Tools Media Security & Privacy
typescript macos, windows
...
View anwerj/youtube-uploader-mcp

anwerj/youtube-uploader-mcp

by anwerj

AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.

Media Social Media
go
...
View HagaiHen/facebook-mcp-server

HagaiHen/facebook-mcp-server

by HagaiHen

Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.

API Media Social Media
python
...
View transcribe-app/mcp-transcribe

transcribe-app/mcp-transcribe

by transcribe-app

This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.

Files Media Audio +1
typescript
...
View 2niuhe/plantuml\web

2niuhe/plantuml\web

by 2niuhe

A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.

Web Media Integration
python macos, windows
...
View apify/actors-mcp-server

apify/actors-mcp-server

by apify

Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

Data & Analysis Search Web +2
typescript
...
View evalstate/mcp-hfspace

evalstate/mcp-hfspace

by evalstate

Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.

Productivity & Organization Media Audio +2
typescript
...
View johannesbrandenburger/typst-mcp

johannesbrandenburger/typst-mcp

by johannesbrandenburger

MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.

Development Tools Media Integration
python
...

Mobile

2
View InditexTech/mcp-server-simulator-ios-idb

InditexTech/mcp-server-simulator-ios-idb

by InditexTech

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

Development Tools AI & ML Knowledge & Memory +1
typescript macos
...

Monitoring

28
View freema/firefox-devtools-mcp

freema/firefox-devtools-mcp

by freema

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

API Web Automation +2
typescript
...
View amineelkouhen/mcp-cockroachdb

amineelkouhen/mcp-cockroachdb

by amineelkouhen

A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com/).

Data & Analysis Monitoring Database
python
...
View avisangle/jenkins-mcp-server

avisangle/jenkins-mcp-server

by avisangle

Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection and 2FA support.

Monitoring Development Tools
python macos, windows
...
View Comet-ML/Opik-MCP

Comet-ML/Opik-MCP

by comet-ml

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

Data & Analysis Monitoring Development Tools
typescript
...
View deploy-mcp/deploy-mcp

deploy-mcp/deploy-mcp

by alexpota

Universal deployment tracker for AI assistants with live status badges and deployment monitoring

Monitoring Development Tools
typescript
...
View ooples/token-optimizer-mcp

ooples/token-optimizer-mcp

by ooples

Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.

API Development Tools Monitoring
typescript macos, windows
...
View RomThpt/xrpl-mcp-server

RomThpt/xrpl-mcp-server

by RomThpt

MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.

Data & Analysis Monitoring Finance
typescript
...
View grafana/mcp-grafana

grafana/mcp-grafana

by grafana

Search dashboards, investigate incidents and query datasources in your Grafana instance

Data & Analysis Search Monitoring
python
...
View hyperb1iss/lucidity-mcp

hyperb1iss/lucidity-mcp

by hyperb1iss

Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities

Development Tools Security & Privacy Monitoring
python
...
View inventer-dev/mcp-internet-speed-test

inventer-dev/mcp-internet-speed-test

by inventer-dev

Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping

Utilities Monitoring
python
...
View last9/last9-mcp-server

last9/last9-mcp-server

by last9

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster

Development Tools Monitoring
...
View seekrays/mcp-monitor

seekrays/mcp-monitor

by seekrays

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.(support CPU、Memory、Disk、Network、Host、Process)

Monitoring AI & ML Knowledge & Memory
go
...
View VictoriaMetrics-Community/mcp-victoriametrics

VictoriaMetrics-Community/mcp-victoriametrics

by VictoriaMetrics-Community

Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances

API Productivity & Organization Monitoring
go
...
View imprvhub/mcp-status-observer

imprvhub/mcp-status-observer

by imprvhub

Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.

Monitoring AI & ML Knowledge & Memory
typescript
...
View yshngg/pmcp

yshngg/pmcp

by yshngg

A Prometheus Model Context Protocol Server.

Monitoring Design & Creative AI & ML +1
go macos, windows
...
View sanyambassi/ciphertrust-manager-mcp-server

sanyambassi/ciphertrust-manager-mcp-server

by sanyambassi

MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.

Monitoring Security & Privacy
python windows, linux
...
View sanyambassi/thales-cdsp-cakm-mcp-server

sanyambassi/thales-cdsp-cakm-mcp-server

by sanyambassi

MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.

Database Data & Analysis Monitoring +1
python windows, linux
...
View kunallunia/twitter-mcp

kunallunia/twitter-mcp

by LuniaKunal

All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.

API Monitoring Social Media
python
...
View inkbytefo/screenmonitormcp

inkbytefo/screenmonitormcp

by inkbytefo

Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.

Monitoring Integration
python macos, windows
...
View Tommertom/plugwise-mcp

Tommertom/plugwise-mcp

by Tommertom

TypeScript-based smart home automation server for Plugwise devices with automatic network discovery. Features comprehensive device control for thermostats, switches, smart plugs, energy monitoring, multi-hub management, and real-time climate/power consumption tracking via local network integration.

Development Tools Automation Monitoring +1
typescript macos, windows
...

Multimedia Process

5
View stass/exif-mcp

stass/exif-mcp

by stass

A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.

Data & Analysis Search Media +1
typescript macos, windows
...
View Tommertom/sonos-ts-mcp

Tommertom/sonos-ts-mcp

by Tommertom

Comprehensive Sonos audio system control through pure TypeScript implementation. Features complete device discovery, multi-room playback management, queue control, music library browsing, alarm management, real-time event subscriptions, and audio EQ settings. Includes 50+ tools for seamless smart home audio automation via UPnP/SOAP protocols.

Development Tools Audio Automation +1
typescript macos, windows
...

Productivity & Organization

33
View glenngillen/mcpmcp-server

glenngillen/mcpmcp-server

by glenngillen

A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.

Aggregation Design & Creative Productivity & Organization +1
typescript macos, windows
...
View alexei-led/aws-mcp-server

alexei-led/aws-mcp-server

by alexei-led

A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support

Productivity & Organization Cloud Platforms
python
...
View dagger/container-use

dagger/container-use

by dagger

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.

Code Execution Development Tools Design & Creative +1
go macos, windows
...
View supabase-community/supabase-mcp

supabase-community/supabase-mcp

by supabase-community

Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.

Data & Analysis Productivity & Organization Database
typescript
...
View VictoriaMetrics-Community/mcp-victorialogs

VictoriaMetrics-Community/mcp-victorialogs

by VictoriaMetrics-Community

Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.

API Productivity & Organization Database
go
...
View Chunkydotdev/bldbl-mcp

Chunkydotdev/bldbl-mcp

by chunkydotdev

Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev/). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.

Productivity & Organization Development Tools
typescript macos, windows
...
View IlyaGulya/gradle-mcp-server

IlyaGulya/gradle-mcp-server

by IlyaGulya

Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting

API Productivity & Organization Development Tools
...
View Webvizio/mcp

Webvizio/mcp

by Webvizio

Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.

Data & Analysis Web Productivity & Organization +1
typescript
...
View HumanSignal/label-studio-mcp-server

HumanSignal/label-studio-mcp-server

by HumanSignal

Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.

Data & Analysis Productivity & Organization Data Science
python macos, windows
...
View optuna/optuna-mcp

optuna/optuna-mcp

by optuna

Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).

Search Productivity & Organization Data Science
python macos, linux
...
View VictoriaMetrics-Community/mcp-victoriametrics

VictoriaMetrics-Community/mcp-victoriametrics

by VictoriaMetrics-Community

Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances

API Productivity & Organization Monitoring
go
...
View securityfortech/secops-mcp

securityfortech/secops-mcp

by securityfortech

All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.

Productivity & Organization Security & Privacy
python
...
View nguyenvanduocit/jira-mcp

nguyenvanduocit/jira-mcp

by nguyenvanduocit

A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.

Support & Service Management Productivity & Organization Automation +1
go
...
View mmntm/weblate-mcp

mmntm/weblate-mcp

by mmntm

Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations.

Web Productivity & Organization Translation
typescript
...
View bivex/kanboard-mcp

bivex/kanboard-mcp

by bivex

A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.

API Productivity & Organization Automation
go
...
View devroopsaha744/TexMCP

devroopsaha744/TexMCP

by devroopsaha744

An MCP server that converts LaTeX into high-quality PDF documents. It provides tools for rendering both raw LaTeX input and customizable templates, producing shareable, production-ready artifacts such as reports, resumes, and research papers.

Search Productivity & Organization
python
...
View taylorwilsdon/google\workspace\mcp

taylorwilsdon/google\workspace\mcp

by taylorwilsdon

Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.

Communication Productivity & Organization
python macos, windows
...
View teamwork/mcp

teamwork/mcp

by teamwork

Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point.

Utilities Productivity & Organization
go macos, windows
...
View tubasasakunn/context-apps-mcp

tubasasakunn/context-apps-mcp

by tubasasakunn

AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.

Productivity & Organization Design & Creative Integration +1
typescript macos, windows
...
View vakharwalad23/google-mcp

vakharwalad23/google-mcp

by vakharwalad23

Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities.

Productivity & Organization Security & Privacy
typescript
...
View Badhansen/notion-mcp

Badhansen/notion-mcp

by Badhansen

A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.

API Productivity & Organization Integration
python
...
View ekkyarmandi/ticktick-mcp

ekkyarmandi/ticktick-mcp

by ekkyarmandi

[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.

API Productivity & Organization Integration
python
...
View evalstate/mcp-hfspace

evalstate/mcp-hfspace

by evalstate

Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.

Productivity & Organization Media Audio +2
typescript
...
View MonadsAG/capsulecrm-mcp

MonadsAG/capsulecrm-mcp

by MonadsAG

📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file

Files Productivity & Organization Integration
...
View jimfilippou/things-mcp

jimfilippou/things-mcp

by jimfilippou

A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.

Productivity & Organization Development Tools Integration
typescript macos
...

RAG & Retrieval

3
View ragieai/mcp-server

ragieai/mcp-server

by ragieai

Retrieve context from your [Ragie](https://www.ragie.ai/) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.

Knowledge & Memory Integration AI & ML +1
typescript
...

Research

4
View genomoncology/biomcp

genomoncology/biomcp

by genomoncology

Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

Search Data & Analysis Research +1
python
...

Sales & CRM

3
View hustcc/mcp-mermaid

hustcc/mcp-mermaid

by hustcc

Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.

Customer Data Platforms Data & Analysis Sales & CRM +1
typescript
...
View QuentinCody/braintree-mcp-server

QuentinCody/braintree-mcp-server

by QuentinCody

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

Finance Sales & CRM Agent Frameworks +1
python
...

Security & Privacy

52
View YangLiangwei/PersonalizationMCP

YangLiangwei/PersonalizationMCP

by YangLiangwei

Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.

Data & Analysis Media Audio +2
python macos, windows
...
View wso2/fhir-mcp-server

wso2/fhir-mcp-server

by wso2

Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.

Data & Analysis API Search +2
python
...
View jinzcdev/leetcode-mcp-server

jinzcdev/leetcode-mcp-server

by jinzcdev

MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.

Data & Analysis Development Tools Security & Privacy +1
typescript
...
View tufantunc/ssh-mcp

tufantunc/ssh-mcp

by tufantunc

MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.

Security & Privacy Command Line
typescript windows, linux
...
View gitmotion/ntfy-me-mcp

gitmotion/ntfy-me-mcp

by gitmotion

An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

Security & Privacy Communication
typescript
...
View ztxtxwd/open-feishu-mcp-server

ztxtxwd/open-feishu-mcp-server

by ztxtxwd

A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.

Security & Privacy Communication
typescript
...
View designcomputer/mysql\mcp\server

designcomputer/mysql\mcp\server

by designcomputer

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

Database Data & Analysis Security & Privacy
python
...
View Snowflake-Labs/mcp

Snowflake-Labs/mcp

by Snowflake-Labs

Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.

Database Data & Analysis Security & Privacy
python
...
View xexr/mcp-libsql

xexr/mcp-libsql

by Xexr

Production-ready MCP server for libSQL databases with comprehensive security and management tools.

Database Data & Analysis Security & Privacy
typescript
...
View jwaxman19/qlik-mcp

jwaxman19/qlik-mcp

by jwaxman19

MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.

Data & Analysis API Security & Privacy
typescript
...
View akramIOT/MCP\AI\SOC\Sher

akramIOT/MCP\AI\SOC\Sher

by akramIOT

MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.

Database Security & Privacy Development Tools
python
...
View InsForge/insforge-mcp

InsForge/insforge-mcp

by InsForge

AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.

Database Data & Analysis Development Tools +1
typescript
...
View hyperb1iss/lucidity-mcp

hyperb1iss/lucidity-mcp

by hyperb1iss

Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities

Development Tools Security & Privacy Monitoring
python
...
View cameronrye/gopher-mcp

cameronrye/gopher-mcp

by cameronrye

Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.

Security & Privacy Search
python
...
View 13bm/GhidraMCP

13bm/GhidraMCP

by 13bm

MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.

Security & Privacy Data & Analysis AI & ML +1
python
...
View AIM-Intelligence/AIM-Guard-MCP

AIM-Intelligence/AIM-Guard-MCP

by AIM-Intelligence

Security-focused MCP server that provides safety guidelines and content analysis for AI agents.

Security & Privacy Data & Analysis Writing & Content +1
typescript macos, windows
...
View BurtTheCoder/mcp-dnstwist

BurtTheCoder/mcp-dnstwist

by BurtTheCoder

MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.

Utilities Security & Privacy
typescript windows
...
View BurtTheCoder/mcp-maigret

BurtTheCoder/mcp-maigret

by BurtTheCoder

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.

Search Security & Privacy
typescript windows
...
View BurtTheCoder/mcp-shodan

BurtTheCoder/mcp-shodan

by BurtTheCoder

MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.

API Search Development Tools +1
typescript windows
...
View BurtTheCoder/mcp-virustotal

BurtTheCoder/mcp-virustotal

by BurtTheCoder

MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.

API Files Security & Privacy
typescript windows
...
View co-browser/attestable-mcp-server

co-browser/attestable-mcp-server

by co-browser

An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.

Utilities Security & Privacy
python linux
...
View fosdickio/binary\ninja\mcp

fosdickio/binary\ninja\mcp

by fosdickio

A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja/) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.

Utilities Security & Privacy
python macos, windows
...
View fr0gger/MCP\Security

fr0gger/MCP\Security

by fr0gger

MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.

API Security & Privacy
typescript
...
View Gaffx/volatility-mcp

Gaffx/volatility-mcp

by Gaffx

MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.

API Security & Privacy
...
View hieutran/entraid-mcp-server

hieutran/entraid-mcp-server

by hieuttmmo

A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.

Development Tools Security & Privacy
python
...
View intruder-io/intruder-mcp

intruder-io/intruder-mcp

by intruder-io

MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure.

Security & Privacy
python
...
View jtang613/GhidrAssistMCP

jtang613/GhidrAssistMCP

by jtang613

A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.

Security & Privacy Design & Creative AI & ML +1
java
...
View jyjune/mcp\vms

jyjune/mcp\vms

by jyjune

A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.

Media Security & Privacy
python windows
...
View LaurieWired/GhidraMCP

LaurieWired/GhidraMCP

by LaurieWired

A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.

Data & Analysis Security & Privacy
java
...
View mobb-dev/mobb-vibe-shield-mcp

mobb-dev/mobb-vibe-shield-mcp

by mobb-dev

[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.

Development Tools Media Security & Privacy
typescript macos, windows
...
View mrexodia/ida-pro-mcp

mrexodia/ida-pro-mcp

by mrexodia

MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.

Security & Privacy Data & Analysis AI & ML
python
...
View nickpending/mcp-recon

nickpending/mcp-recon

by nickpending

Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.

Security & Privacy Data & Analysis AI Chatbots (Consumer) +1
go
...
View panther-labs/mcp-panther

panther-labs/mcp-panther

by panther-labs

MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.

Security & Privacy Search
python macos
...
View pullkitsan/mobsf-mcp-server

pullkitsan/mobsf-mcp-server

by pullkitsan

A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.

Utilities Security & Privacy
rust macos, windows
...
View rad-security/mcp-server

rad-security/mcp-server

by rad-security

MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.

Data & Analysis API Security & Privacy
typescript
...
View roadwy/cve-search\mcp

roadwy/cve-search\mcp

by roadwy

A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.

API Search Security & Privacy
python
...
View safedep/vet

safedep/vet

by safedep

vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.

Development Tools Security & Privacy
go macos, windows
...
View sanyambassi/ciphertrust-manager-mcp-server

sanyambassi/ciphertrust-manager-mcp-server

by sanyambassi

MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.

Monitoring Security & Privacy
python windows, linux
...
View sanyambassi/thales-cdsp-cakm-mcp-server

sanyambassi/thales-cdsp-cakm-mcp-server

by sanyambassi

MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.

Database Data & Analysis Monitoring +1
python windows, linux
...
View securityfortech/secops-mcp

securityfortech/secops-mcp

by securityfortech

All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.

Productivity & Organization Security & Privacy
python
...
View StacklokLabs/osv-mcp

StacklokLabs/osv-mcp

by StacklokLabs

Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.

Database Data & Analysis Security & Privacy
go
...
View vespo92/OPNSenseMCP

vespo92/OPNSenseMCP

by vespo92

MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language

Utilities Security & Privacy
typescript
...
View adeptus-innovatio/solvitor-mcp

adeptus-innovatio/solvitor-mcp

by Adeptus-Innovatio

Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.

Files Development Tools Security & Privacy
rust
...
View zinja-coder/apktool-mcp-server

zinja-coder/apktool-mcp-server

by zinja-coder

APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.

Automation Security & Privacy
python
...
View zinja-coder/jadx-ai-mcp

zinja-coder/jadx-ai-mcp

by zinja-coder

JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.

Security & Privacy Development Tools AI & ML +1
java
...
View HaroldFinchIFT/vuln-nist-mcp-server

HaroldFinchIFT/vuln-nist-mcp-server

by HaroldFinchIFT

A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.

Database Data & Analysis API +1
python macos, windows
...
View vakharwalad23/google-mcp

vakharwalad23/google-mcp

by vakharwalad23

Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities.

Productivity & Organization Security & Privacy
typescript
...
View evalstate/mcp-miro

evalstate/mcp-miro

by evalstate

Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.

API Security & Privacy Integration
typescript
...

Social Media

7
View anwerj/youtube-uploader-mcp

anwerj/youtube-uploader-mcp

by anwerj

AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.

Media Social Media
go
...
View HagaiHen/facebook-mcp-server

HagaiHen/facebook-mcp-server

by HagaiHen

Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.

API Media Social Media
python
...
View karanb192/reddit-buddy-mcp

karanb192/reddit-buddy-mcp

by karanb192

Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.

API Search Social Media
typescript
...
View kunallunia/twitter-mcp

kunallunia/twitter-mcp

by LuniaKunal

All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.

API Monitoring Social Media
python
...
View macrocosm-os/macrocosmos-mcp

macrocosm-os/macrocosmos-mcp

by macrocosm-os

🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.

Data & Analysis Search Social Media
...

Sports

6
View guillochon/mlb-api-mcp

guillochon/mlb-api-mcp

by guillochon

MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.

API Sports
python
...
View mikechao/balldontlie-mcp

mikechao/balldontlie-mcp

by mikechao

MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB

API Sports
typescript
...
View r-huijts/firstcycling-mcp

r-huijts/firstcycling-mcp

by r-huijts

Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com.

Data & Analysis Sports
typescript
...
View r-huijts/strava-mcp

r-huijts/strava-mcp

by r-huijts

A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs

Data & Analysis API Sports
typescript
...
View RobSpectre/mvf1

RobSpectre/mvf1

by RobSpectre

MCP server that controls [MultiViewer](https://multiviewer.app/), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.

Utilities Sports
python
...
View willvelida/mcp-afl-server

willvelida/mcp-afl-server

by willvelida

MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.

API Sports
...

Support & Service Management

5
View aikts/yandex-tracker-mcp

aikts/yandex-tracker-mcp

by aikts

MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.

Search Support & Service Management
python
...
View effytech/freshdesk-mcp

effytech/freshdesk-mcp

by effytech

MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.

Support & Service Management AI & ML
python
...
View incentivai/quickchat-ai-mcp

incentivai/quickchat-ai-mcp

by incentivai

Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.

Communication Support & Service Management
python
...
View nguyenvanduocit/jira-mcp

nguyenvanduocit/jira-mcp

by nguyenvanduocit

A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.

Support & Service Management Productivity & Organization Automation +1
go
...
View tom28881/mcp-jira-server

tom28881/mcp-jira-server

by tom28881

Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations.

Utilities Support & Service Management
typescript
...

Text-to-Speech

4
View daisys-ai/daisys-mcp

daisys-ai/daisys-mcp

by daisys-ai

Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.

Audio Text-to-Speech
python macos, windows
...
View mbailey/voice-mcp

mbailey/voice-mcp

by mbailey

Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration

API Text-to-Speech
python
...
View mberg/kokoro-tts-mcp

mberg/kokoro-tts-mcp

by mberg

MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.

Text-to-Speech Voice & Audio AI AI & ML
python
...
View transcribe-app/mcp-transcribe

transcribe-app/mcp-transcribe

by transcribe-app

This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.

Files Media Audio +1
typescript
...

Translation

2
View mmntm/weblate-mcp

mmntm/weblate-mcp

by mmntm

Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations.

Web Productivity & Organization Translation
typescript
...
View translated/lara-mcp

translated/lara-mcp

by translated

MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.

API Translation
typescript
...

Travel & Transportation

11
View campertunity/mcp-server

campertunity/mcp-server

by campertunity

Search campgrounds around the world on campertunity, check availability, and provide booking links

Search Travel & Transportation
typescript
...
View cobanov/teslamate-mcp

cobanov/teslamate-mcp

by cobanov

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

Database Data & Analysis Travel & Transportation
python
...
View KyrieTangSheng/mcp-server-nationalparks

KyrieTangSheng/mcp-server-nationalparks

by KyrieTangSheng

National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks

API Travel & Transportation
typescript
...
View lucygoodchild/mcp-national-rail

lucygoodchild/mcp-national-rail

by lucygoodchild

An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API

API Travel & Transportation
typescript
...
View pab1it0/tripadvisor-mcp

pab1it0/tripadvisor-mcp

by pab1it0

A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces

Data & Analysis API Travel & Transportation
python
...
View Pradumnasaraf/aviationstack-mcp

Pradumnasaraf/aviationstack-mcp

by Pradumnasaraf

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.

Data & Analysis API Travel & Transportation
python macos, windows
...
View r-huijts/ns-mcp-server

r-huijts/ns-mcp-server

by r-huijts

Access Dutch Railways (NS) travel information, schedules, and real-time updates

Travel & Transportation Design & Creative AI & ML
typescript
...
View skedgo/tripgo-mcp-server

skedgo/tripgo-mcp-server

by skedgo

Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.

API Travel & Transportation
typescript
...
View helpful-AIs/triplyfy-mcp

helpful-AIs/triplyfy-mcp

by helpful-AIs

An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.

Search Travel & Transportation
typescript
...
View srinath1510/alltrails-mcp-server

srinath1510/alltrails-mcp-server

by srinath1510

A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information

Data & Analysis Search Travel & Transportation
python
...

Utilities

156
View metatool-ai/metatool-app

metatool-ai/metatool-app

by metatool-ai

MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.

Utilities Aggregation
typescript macos, windows
...
View TheLunarCompany/lunar#mcpx

TheLunarCompany/lunar#mcpx

by TheLunarCompany

MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.

Utilities Aggregation
typescript macos, windows
...
View VeriTeknik/pluggedin-mcp-proxy

VeriTeknik/pluggedin-mcp-proxy

by VeriTeknik

A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.

Utilities Aggregation
typescript
...
View cantian-ai/bazi-mcp

cantian-ai/bazi-mcp

by cantian-ai

Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis

Utilities Art & Culture
typescript macos, windows
...
View omni-mcp/isaac-sim-mcp

omni-mcp/isaac-sim-mcp

by omni-mcp

A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.

Utilities Art & Culture
typescript
...
View peek-travel/mcp-intro

peek-travel/mcp-intro

by peek-travel

Remote MCP Server for discovering and planning experiences, at home and on vacation

Utilities Art & Culture
macos, windows
...
View longevity-genie/gget-mcp

longevity-genie/gget-mcp

by longevity-genie

MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.

Utilities Biology, Medicine and Bioinformatics
python
...
View eat-pray-ai/yutu

eat-pray-ai/yutu

by eat-pray-ai

A fully functional MCP server and CLI for YouTube to automate YouTube operation

Utilities Browser Automation
go macos, windows
...
View awslabs/mcp

awslabs/mcp

by awslabs

AWS MCP servers for seamless integration with AWS services and resources.

Utilities Cloud Platforms
...
View liveblocks/liveblocks-mcp-server

liveblocks/liveblocks-mcp-server

by liveblocks

Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io/) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.

Utilities Cloud Platforms
typescript
...
View VmLia/books-mcp-server

VmLia/books-mcp-server

by VmLia

This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.

Utilities Cloud Platforms
typescript
...
View userad/didlogic\mcp

userad/didlogic\mcp

by UserAd

An MCP server for [DIDLogic](https://didlogic.com/). Adds functionality to manage SIP endpoints, numbers and destinations.

Utilities Communication
python
...
View iunera/druid-mcp-server

iunera/druid-mcp-server

by iunera

Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.

Utilities Database
java
...
View aywengo/kafka-schema-reg-mcp

aywengo/kafka-schema-reg-mcp

by aywengo

Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.

Utilities Data & Analysis
python macos, windows
...
View ConfigCat/mcp-server

ConfigCat/mcp-server

by configcat

MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.

Utilities Development Tools
typescript
...
View davidan90/time-node-mcp

davidan90/time-node-mcp

by davidan90

Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.

Utilities Development Tools
typescript
...
View higress-group/higress-ops-mcp-server

higress-group/higress-ops-mcp-server

by higress-group

MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.

Utilities Development Tools
python
...
View idosal/git-mcp

idosal/git-mcp

by idosal

[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com/) repository or project for documentation

Utilities Development Tools
typescript
...
View lpigeon/ros-mcp-server

lpigeon/ros-mcp-server

by lpigeon

The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.

Utilities Development Tools
python macos, windows
...
View picahq/mcp

picahq/mcp

by picahq

One MCP for all your integrations — powered by [Pica](https://www.picaos.com/), the infrastructure for intelligent, collaborative agents.

Utilities Development Tools
typescript
...
View Pratyay/mac-monitor-mcp

Pratyay/mac-monitor-mcp

by Pratyay

Identifies resource-intensive processes on macOS and provides performance improvement suggestions.

Utilities Development Tools
python macos
...
View Tommertom/awesome-ionic-mcp

Tommertom/awesome-ionic-mcp

by Tommertom

Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!

Utilities Development Tools
typescript
...
View vasayxtx/mcp-prompt-engine

vasayxtx/mcp-prompt-engine

by vasayxtx

MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.

Utilities Development Tools
go macos, windows
...
View avisangle/calculator-server

avisangle/calculator-server

by avisangle

A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.

Utilities Data Science
go
...
View jeannier/homebrew-mcp

jeannier/homebrew-mcp

by jeannier

Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc.

Utilities File Systems
python macos
...
View getAlby/mcp

getAlby/mcp

by getAlby

Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.

Utilities Finance
typescript
...
View openMF/mcp-mifosx

openMF/mcp-mifosx

by openMF

A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.

Utilities Finance
...
View JamesANZ/evm-mcp

JamesANZ/evm-mcp

by JamesANZ

An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including Infura, Alchemy, QuickNode, local nodes, and more.

Utilities Finance
typescript
...
View Coding-Solo/godot-mcp

Coding-Solo/godot-mcp

by Coding-Solo

A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.

Utilities Entertainment
typescript
...
View cqtrinv/trinvmcp

cqtrinv/trinvmcp

by cqtrinv

Explore French communes and cadastral parcels based on name and surface

Utilities Location Services
typescript
...
View inventer-dev/mcp-internet-speed-test

inventer-dev/mcp-internet-speed-test

by inventer-dev

Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping

Utilities Monitoring
python
...
View BurtTheCoder/mcp-dnstwist

BurtTheCoder/mcp-dnstwist

by BurtTheCoder

MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.

Utilities Security & Privacy
typescript windows
...
View co-browser/attestable-mcp-server

co-browser/attestable-mcp-server

by co-browser

An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.

Utilities Security & Privacy
python linux
...
View fosdickio/binary\ninja\mcp

fosdickio/binary\ninja\mcp

by fosdickio

A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja/) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.

Utilities Security & Privacy
python macos, windows
...
View pullkitsan/mobsf-mcp-server

pullkitsan/mobsf-mcp-server

by pullkitsan

A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.

Utilities Security & Privacy
rust macos, windows
...
View vespo92/OPNSenseMCP

vespo92/OPNSenseMCP

by vespo92

MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language

Utilities Security & Privacy
typescript
...
View RobSpectre/mvf1

RobSpectre/mvf1

by RobSpectre

MCP server that controls [MultiViewer](https://multiviewer.app/), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.

Utilities Sports
python
...
View tom28881/mcp-jira-server

tom28881/mcp-jira-server

by tom28881

Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations.

Utilities Support & Service Management
typescript
...
View teamwork/mcp

teamwork/mcp

by teamwork

Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point.

Utilities Productivity & Organization
go macos, windows
...
View Azure/azure-mcp

Azure/azure-mcp

by Azure

Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.

Utilities Integration
...
View Harry-027/JotDown

Harry-027/JotDown

by Harry-027

An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.

Utilities Integration
rust
...
View j3k0/speech.sh

j3k0/speech.sh

by j3k0

Let the agent speak things out loud, notify you when he's done working with a quick summary

Utilities Integration
...
View jen6/ticktick-mcp

jen6/ticktick-mcp

by jen6

[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.

Utilities Integration
python
...
View louiscklaw/hko-mcp

louiscklaw/hko-mcp

by louiscklaw

MCP server with basic demonstration of getting weather from Hong Kong Observatory

Utilities Integration
typescript
...
View offorte/offorte-mcp-server

offorte/offorte-mcp-server

by offorte

The Offorte Proposal Software MCP server enables creation and sending of business proposals.

Utilities Integration
typescript macos, windows
...
View PV-Bhat/vibe-check-mcp-server

PV-Bhat/vibe-check-mcp-server

by PV-Bhat

An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment.

Utilities Integration
typescript
...
View Rai220/think-mcp

Rai220/think-mcp

by Rai220

Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool).

Utilities Integration
python
...
View TheoBrigitte/mcp-time

TheoBrigitte/mcp-time

by TheoBrigitte

MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.

Utilities Integration
go macos, windows
...

Version Control

11
View QuentinCody/github-graphql-mcp-server

QuentinCody/github-graphql-mcp-server

by QuentinCody

Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.

Data & Analysis API Version Control
python
...
View theonedev/tod

theonedev/tod

by theonedev

A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, and pull request review

Development Tools Automation Version Control
go
...

Voice & Audio AI

3
View PhononX/cv-mcp-server

PhononX/cv-mcp-server

by PhononX

MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app/). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app/).

Communication Design & Creative Voice & Audio AI +1
typescript macos, windows
...
View mberg/kokoro-tts-mcp

mberg/kokoro-tts-mcp

by mberg

MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.

Text-to-Speech Voice & Audio AI AI & ML
python
...

Web

62
View sxhxliang/mcp-access-point

sxhxliang/mcp-access-point

by sxhxliang

Turn a web service into an MCP server in one click without making any code changes.

Web Development Tools Aggregation
typescript macos, windows
...
View tigranbs/mcgravity

tigranbs/mcgravity

by tigranbs

A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.

Web Aggregation
typescript
...
View wegotdocs/open-mcp

wegotdocs/open-mcp

by wegotdocs

Turn a web API into an MCP server in 10 seconds and add it to the open source registry: [https://open-mcp.org](https://open-mcp.org/)

API Web Aggregation
typescript macos, windows
...
View co-browser/browser-use-mcp-server

co-browser/browser-use-mcp-server

by co-browser

browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.

Files Web Browser Automation
python
...
View eyalzh/browser-control-mcp

eyalzh/browser-control-mcp

by eyalzh

An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).

Web Browser Automation
typescript
...
View freema/firefox-devtools-mcp

freema/firefox-devtools-mcp

by freema

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

API Web Automation +2
typescript
...
View getrupt/ashra-mcp

getrupt/ashra-mcp

by getrupt

Extract structured data from any website. Just prompt and get JSON.

Data & Analysis Web Browser Automation
typescript
...
View microsoft/playwright-mcp

microsoft/playwright-mcp

by microsoft

Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots

Web Browser Automation
...
View pskill9/web-search

pskill9/web-search

by pskill9

An MCP server that enables free web searching using Google search results, with no API keys required.

API Search Web +1
typescript
View PhungXuanAnh/selenium-mcp-server

PhungXuanAnh/selenium-mcp-server

by PhungXuanAnh

A Model Context Protocol server providing web automation capabilities through Selenium WebDriver

Web Automation Browser Automation
python macos, windows
...
View imprvhub/mcp-browser-agent

imprvhub/mcp-browser-agent

by imprvhub

A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.

Web Automation Browser Automation
typescript
...
View stippi/code-assistant

stippi/code-assistant

by stippi

Coding agent with basic list, read, replace\_in\_file, write, execute\_command and web search tools. Supports multiple projects concurrently.

Files Search Web +1
rust
...
View joinly-ai/joinly

joinly-ai/joinly

by joinly-ai

MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.

Web Communication
python
...
View abrinsmead/mindpilot-mcp

abrinsmead/mindpilot-mcp

by abrinsmead

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

Web Development Tools
typescript
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View Webvizio/mcp

Webvizio/mcp

by Webvizio

Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.

Data & Analysis Web Productivity & Organization +1
typescript
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View hive-intel/hive-crypto-mcp

hive-intel/hive-crypto-mcp

by hive-intel

Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics

Data & Analysis Web Finance
typescript
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View graphlit-mcp-server

graphlit-mcp-server

by graphlit

Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.

Search Web Knowledge & Memory
typescript
...
View jinzcdev/markmap-mcp-server

jinzcdev/markmap-mcp-server

by jinzcdev

An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.

Web Knowledge & Memory
typescript
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View Aas-ee/open-webSearch

Aas-ee/open-webSearch

by Aas-ee

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

API Search Web
python
...
View adawalli/nexus

adawalli/nexus

by adawalli

AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.

Search Web
typescript
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View urlbox/urlbox-mcp-server

urlbox/urlbox-mcp-server

by urlbox

📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting web content (Markdown, metadata, and HTML) via the [Urlbox](https://urlbox.com/) API.

Data & Analysis API Web +2
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View DappierAI/dappier-mcp

DappierAI/dappier-mcp

by DappierAI

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Data & Analysis Search Web +1
python
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View jae-jae/fetcher-mcp

jae-jae/fetcher-mcp

by jae-jae

MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.

Web Search
typescript
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View just-every/mcp-read-website-fast

just-every/mcp-read-website-fast

by just-every

Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.

Web Search
typescript
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View lfnovo/content-core

lfnovo/content-core

by lfnovo

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

Files Web Media +2
python
...
View luminati-io/brightdata-mcp

luminati-io/brightdata-mcp

by luminati-io

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Web Search
typescript
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View pragmar/mcp-server-webcrawl

pragmar/mcp-server-webcrawl

by pragmar

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

Data & Analysis Search Web
python
...
View scrapeless-ai/scrapeless-mcp-server

scrapeless-ai/scrapeless-mcp-server

by scrapeless-ai

The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.

API Search Web
python
...
View serkan-ozal/driflyte-mcp-server

serkan-ozal/driflyte-mcp-server

by serkan-ozal

The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

Web Search
typescript
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View mmntm/weblate-mcp

mmntm/weblate-mcp

by mmntm

Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations.

Web Productivity & Organization Translation
typescript
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View 2niuhe/plantuml\web

2niuhe/plantuml\web

by 2niuhe

A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.

Web Media Integration
python macos, windows
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View apify/actors-mcp-server

apify/actors-mcp-server

by apify

Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

Data & Analysis Search Web +2
typescript
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View ws-mcp

ws-mcp

by nick1udwig

Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))

Web Integration
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Writing & Content

6
View aashari/mcp-server-atlassian-confluence

aashari/mcp-server-atlassian-confluence

by aashari

Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.

Development Tools Writing & Content Integration +1
typescript
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View TencentEdgeOne/edgeone-pages-mcp

TencentEdgeOne/edgeone-pages-mcp

by TencentEdgeOne

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

Development Tools Writing & Content AI & ML
typescript
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View kukapay/blockbeats-mcp

kukapay/blockbeats-mcp

by kukapay

An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.

Finance Writing & Content Agent Frameworks +1
python
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View AIM-Intelligence/AIM-Guard-MCP

AIM-Intelligence/AIM-Guard-MCP

by AIM-Intelligence

Security-focused MCP server that provides safety guidelines and content analysis for AI agents.

Security & Privacy Data & Analysis Writing & Content +1
typescript macos, windows
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View ivo-toby/contentful-mcp

ivo-toby/contentful-mcp

by ivo-toby

Update, create, delete content, content-models and assets in your Contentful Space

Integration Writing & Content AI & ML
typescript
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View r-huijts/ethics-check-mcp

r-huijts/ethics-check-mcp

by r-huijts

MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning

Integration Data & Analysis Writing & Content +1
python
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