1mcp/agent
by 1mcp-app
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
Find Model Context Protocol servers for AI integration
by 1mcp-app
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
by duaraghav8
Self-hosted MCP Server registry for enterprise AI Agents
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.
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`
by kimtaeyoon83
Fetch YouTube subtitles and transcripts for AI analysis
by kimtth
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
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.
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.
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.
by cyclops-ui
An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction
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.
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.
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
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.
by sonirico
🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.
by tumf
A secure shell command execution server implementing the Model Context Protocol (MCP)
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.
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.
by hustcc
Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
by Canner
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
by kiliczsh
A Model Context Protocol Server for MongoDB
by memgraph
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
by neo4j-contrib
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
by tuannvm
A Go implementation of a Model Context Protocol (MCP) server for Trino
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.
by alkemi-ai
MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.
by aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
by aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
by aashari
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
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.
by wyattjoh
Model Context Protocol server for the JSR (JavaScript Registry)
by azer
Analyze React code locally, generate docs / llm.txt for whole project at once
by buildkite
Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
by cqfn
Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
by flipt-io
Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io/).
by gofireflyio
Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai/).
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
by InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
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.
by jasonjmcghee
An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
by JetBrains
Connect to JetBrains IDE
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.
by langfuse
MCP server to access and manage LLM application prompts created with Langfuse Prompt Management.
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.
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.
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/).
by QuantGeekDev
Docker container management and operations through MCP
by sammcj
An MCP Server to help LLMs suggest the latest stable package versions when writing code.
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
by SDGLBL
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
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.
by TencentEdgeOne
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
by tipdotmd
MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.
by utensils
MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
by xzq-xu
An implementation project of a JVM-based MCP (Model Context Protocol) server.
by yangkyeongmo
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
by yiwenlu66
AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
by YuChenSSR
A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
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.
by zenml-io
An MCP server to connect with your [ZenML](https://www.zenml.io/) MLOps and LLMOps pipelines
by ChronulusAI
Predict anything with Chronulus AI forecasting and prediction agents.
by datalayer
Model Context Protocol (MCP) Server for Jupyter.
by jjsantos01
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
by isaacphi
Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.
by ahnlabio
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
by ariadng
Enable AI LLMs to execute trades using MetaTrader 5 platform
by armorwallet
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
by BitteProtocol
Bitte Protocol integration to run AI Agents on several blockchains.
by chargebee
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).
by intentos-labs
Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
by kukapay
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
by kukapay
An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
by kukapay
Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
by kukapay
Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
by kukapay
Providing real-time access to Chainlink's decentralized on-chain price feeds.
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.
by kukapay
Tracking stablecoin peg integrity across multiple blockchains.
by kukapay
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
by kukapay
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
by kukapay
An MCP server for AI agents to explore DeFi yield opportunities.
by kukapay
Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
by kukapay
An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
by kukapay
An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
by kukapay
An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
by kukapay
An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
by kukapay
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
by kukapay
An MCP server that fetches real-time token prices from Uniswap DEX across multiple blockchains.
by kukapay
An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
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.
by mcpdotdirect
Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
by mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
by narumiruna
An MCP server that uses yfinance to obtain information from Yahoo Finance.
by QuentinCody
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
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.
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.
by JamesANZ
An MCP server that enables AI models to query the Bitcoin blockchain.
by jiayao
A MCP server playing chess against LLMs.
by sonirico
🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.
by tomholford
Play Tic Tac Toe against an AI opponent using this MCP server.
by CheMiguel23
Enhanced graph-based memory with a focus on AI role-play and story generation
by kaliaboi
A connector for LLMs to work with collections and sources on your Zotero Cloud
by modelcontextprotocol
Knowledge graph-based persistent memory system for maintaining context
by ragieai
Retrieve context from your [Ragie](https://www.ragie.ai/) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
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.
by iplocate
Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
by modelcontextprotocol
Google Maps integration for location services, routing, and place details
by rossshannon
Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.
by MarketplaceAdPros
Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
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)
by imprvhub
Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
by inspektor-gadget
Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
by yshngg
A Prometheus Model Context Protocol Server.
by andybrandt
🐍 ☁️ MCP for LLM to search and read papers from arXiv
by nyxn-ai
Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
by Pearch-ai
Best people search engine that reduces the time spent on talent discovery
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.
by imprvhub
An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
by imprvhub
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
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.
by dkvdm
An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
by jtang613
A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.
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.
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.
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.
by effytech
MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
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.
by r-huijts
Access Dutch Railways (NS) travel information, schedules, and real-time updates
by adhikasp
Read and analyze GitHub repositories with your LLM
by giuseppe-coco
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
by MarkusPfundstein
Integration with gmail and Google Calendar.
by tubasasakunn
AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
by akseyh
Allows the AI to read from your Bear Notes (macOS only)
by allenporter
Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
by andybrandt
🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
by ankitmalik84
A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.
by blurrah
Allows the AI to query GraphQL servers
by fotoetienne
Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.
by githejie
This server enables LLMs to use calculator for precise numerical calculations
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.
by hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
by hmk
📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
by integromat
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
by ivo-toby
Update, create, delete content, content-models and assets in your Contentful Space
by k-jarzyna
Miro MCP server, exposing all functionalities available in official Miro SDK
by kimtth
An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
by kj455
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
by olalonde
When your LLM needs human assistance (through AWS Mechanical Turk)
by pierrebrunelle
Query OpenAI models directly from Claude using MCP protocol
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.
by yuna0x0
Allows AI models to interact with [HackMD](https://hackmd.io/)
by imprvhub
An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).
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/).
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.
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.
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.
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.
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.
by PipedreamHQ
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
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/)
by drakonkat
A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
by 8enSmith
A MCP server for the Open Library API that enables AI assistants to search for book information.
by cswkim
MCP server to interact with the Discogs API
by diivi
MCP server using the Aseprite API to create pixel art
by mikechao
Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
by r-huijts
Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)
by r-huijts
Rijksmuseum API integration for artwork search, details, and collections
by yuna0x0
A MCP server integrating AniList API for anime and manga information
by longevity-genie
MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.
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.
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.
by modelcontextprotocol
Browser automation for web scraping and interaction
by pskill9
An MCP server that enables free web searching using Google search results, with no API keys required.
by bright8192
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
by Nebula-Block-Data
integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
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.
by ckanthony
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
by arpitbatra123
An MCP server to interface with the Google Tasks API
by chaindead
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
by chigwell
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
by gerkensm
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.
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.
by softeria
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
by centralmind
MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
by confluentinc
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
by freema
MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.
by idoru
Run queries against InfluxDB OSS API v2.
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.
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.
by JordiNeil
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
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.
by keboola
interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.
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.
by automation-ai-labs
Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
by delano
Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
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.
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.
by hijaz
A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
by hungthai1401
A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).
by IlyaGulya
Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting
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 )
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.
by Jktfe
A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
by JoshuaRileyDev
An MCP server to communicate with the App Store Connect API for iOS Developers
by kadykov
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
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.
by ooples
Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
by ReAPI-com
MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data
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
by snaggle-ai
Connect any HTTP/REST API server using an Open API spec (v3)
by yWorks
MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
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.
by alchemyplatform
Allow AI agents to interact with Alchemy's blockchain APIs.
by anjor
Coinmarket API integration to fetch cryptocurrency listings and quotes
by araa47
Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )
by Bankless
Bankless Onchain API to interact with smart contracts, query transaction and token information
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
by berlinbra
Alpha Vantage API integration to fetch both stock and crypto information
by Codex-Data
[Codex API](https://www.codex.io/) integration for real-time enriched blockchain and market data on 60+ networks
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.
by ferdousbhai
Tastyworks API integration to handle trading activities on Tastytrade
by glaksmono
Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
by janswist
Real-time on-chain market prices using open and free Dexscreener API
by jjlabsio
An MCP Server for Korean stock analysis using OPEN DART API and KRX API
by kukapay
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
by laukikk
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
by longportapp
🐍 ☁️ \- LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
by pwh-pwh
Bitget API to fetch cryptocurrency price.
by QuantGeekDev
Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
by SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
by SaintDoresh
An MCP tool that provides stock market data and analysis using the Yahoo Finance API.
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.
by twelvedata
Interact with [Twelve Data](https://twelvedata.com/) APIs to access real-time and historical financial market data for your AI agents.
by wowinter13
An MCP tool for querying Solana transactions using natural language with Solscan API.
by ddsky
Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).
by kkjdaniel
An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).
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.
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.
by briandconnelly
IP address geolocation and network information using IPInfo API
by devilcoder01
Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
by ip2location
Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
by isdaniel
Get weather information from [https://api.open-meteo.com](https://api.open-meteo.com/) API.
by ipfind
IP Address location service using the [IP Find](https://ipfind.com/) API
by SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
by stadiamaps
A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps
by TimLukaHorstmann
Accurate weather forecasts via the AccuWeather API (free tier available).
by trackmage
Shipment tracking api and logistics management capabilities through the \[TrackMage API\] ( [https://trackmage.com/](https://trackmage.com/))
by MindscapeHQ
Raygun API V3 integration for crash reporting and real user monitoring
by tumf
An MCP server that allows querying Loki logs through the Grafana API.
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
by bogdan01m
MCP server for ZapCap API providing video caption and B-roll generation via natural language
by Aas-ee
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
by ac3xx
Kagi search API integration
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.
by angheljf
Search articles using the NYTimes API
by apify
An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
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/).
by Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)
by fatwang2
Search via search1api (requires paid API key)
by hbg
🐍 ☁️ MCP to search through PapersWithCode API
by isnow890
MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.
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.
by leehanchung
Web search capabilities using Microsoft Bing Search API
by mikechao
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
by brave
Web search capabilities using Brave's Search API
by nkapila6
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
by ricocf
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
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.
by tianqitang1
A MCP server that provides gene set enrichment analysis using the Enrichr API
by webscraping-ai
Interact with [WebScraping.ai](https://webscraping.ai/) for web data extraction and scraping.
by yamanoku
MCP server that searches Baseline status using Web Platform API
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.
by BurtTheCoder
MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
by fr0gger
MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
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.
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.
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.
by sanyambassi
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
by slouchd
MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
by HaroldFinchIFT
A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.
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.
by karanb192
Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
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.
by guillochon
MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.
by mikechao
MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB
by r-huijts
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
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.
by translated
MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
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
by KyrieTangSheng
National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks
by lucygoodchild
An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API
by pab1it0
A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
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.
by skedgo
Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.
by ddukbg
MCP server for GitHub Enterprise API integration
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.
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.
by takumi0706
An MCP server to interface with the Google Calendar API. Based on TypeScript.
by awkoy
Provides the ability to generate images via Replicate's API.
by Badhansen
A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.
by blurrah
Allows the AI to query GraphQL servers
by danhilse
Integrates with Notion's API to manage personal todo lists
by ekkyarmandi
[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.
by esignaturescom
Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.
by evalstate
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
by fotoetienne
Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.
Wikipedia Article lookup API
by growilabs
Official MCP Server to integrate with GROWI APIs.
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.
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.
by kelvin6365
🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so/) API
by kiwamizamurai
📇 ☁️ Powerfully interact with Kibela API.
by KS-GEN-AI
Read jira data via JQL and api and execute requests to create and edit tickets.
by magarcia
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
by MarkusPfundstein
Interacting with Obsidian via REST API
by pyroprompts
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
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.
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
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.
by SecretiveShell
An MCP server for querying wolfram alpha API.
by suekou
Interacting with Notion API
by tanigami
Interacting with Perplexity API.
by tqiqbal
A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
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.
by UnitVectorY-Labs
A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.
by 1mcp-app
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
by duaraghav8
Self-hosted MCP Server registry for enterprise AI Agents
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.
by the-momentum
MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.
by cyclops-ui
An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction
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
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.
by Canner
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
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.
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.
by cqfn
Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
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.
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.
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/).
by yiwenlu66
AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
by ChronulusAI
Predict anything with Chronulus AI forecasting and prediction agents.
by phisanti
Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
by BitteProtocol
Bitte Protocol integration to run AI Agents on several blockchains.
by chargebee
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).
by kukapay
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
by kukapay
An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
by kukapay
Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
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.
by kukapay
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
by kukapay
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
by kukapay
An MCP server for AI agents to explore DeFi yield opportunities.
by kukapay
Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
by kukapay
An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
by kukapay
An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
by kukapay
An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
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.
by QuentinCody
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
by OctagonAI
Lightning-Fast, High-Accuracy Deep Research Agent
by reading-plus-ai
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
by dkvdm
An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
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.
by 1mcp-app
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
by duaraghav8
Self-hosted MCP Server registry for enterprise AI Agents
by glenngillen
A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
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.
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.
by metatool-ai
MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
by mindsdb
Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
by PipedreamHQ
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
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.
by SureScaleAI
OpenAI GPT image generation/editing MCP server.
by sxhxliang
Turn a web service into an MCP server in one click without making any code changes.
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.
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.
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.
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.
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/)
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.
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.
by drakonkat
A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
by 8enSmith
A MCP server for the Open Library API that enables AI assistants to search for book information.
by abhiemj
A local MCP server that generates animations using Manim.
by ahujasid
MCP server for working with Blender
by burningion
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
by cantian-ai
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis
by cswkim
MCP server to interact with the Discogs API
by diivi
MCP server using the Aseprite API to create pixel art
by raveenb
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop
by mikechao
Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
by omni-mcp
A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
by PatrickPalmer
MCP server for Autodesk Maya
by peek-travel
Remote MCP Server for discovering and planning experiences, at home and on vacation
by r-huijts
Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)
by r-huijts
Rijksmuseum API integration for artwork search, details, and collections
by samuelgursky
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
by yuna0x0
A MCP server integrating AniList API for anime and manga information
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.
by raveenb
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop
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.
by emicklei
Plays [Melrōse](https://xn--melrse-egb.org/) music expressions as MIDI
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.
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.
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.
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.
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.
by glenngillen
A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
by bytedance
Browser automation capabilities using Puppeteer, both support local and remote browser connection.
by Automata-Labs-team
An MCP server for browser automation using Playwright
by blackwhite084
An MCP python server using Playwright for browser automation,more suitable for llm
by executeautomation
An MCP server using Playwright for browser automation and webscrapping
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.
by kimtaeyoon83
Fetch YouTube subtitles and transcripts for AI analysis
by kimtth
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
by modelcontextprotocol
Browser automation for web scraping and interaction
by PhungXuanAnh
A Model Context Protocol server providing web automation capabilities through Selenium WebDriver
by imprvhub
A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.
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.
by henilcalagiya
Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via 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.
by r-huijts
Xcode integration for project management, file operations, and build automation
by XixianLiang
Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
by zillow
Tool suite built around an MCP server for Android automation for developer workflow and testing
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.
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.
by zinja-coder
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
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.
by theonedev
A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, and pull request review
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.
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.
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.
by longevity-genie
MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.
by longevity-genie
MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.
by longevity-genie
MCP server for a queryable database for aging and longevity research from the OpenGenes project.
by longevity-genie
MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
by the-momentum
MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.
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.
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.
by the-momentum
An MCP server that provides access to exported data from Apple Health. Data analytics included.
by OHNLP
Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.
by 34892002
A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
by bytedance
Browser automation capabilities using Puppeteer, both support local and remote browser connection.
by Automata-Labs-team
An MCP server for browser automation using Playwright
by blackwhite084
An MCP python server using Playwright for browser automation,more suitable for llm
by browserbase
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
by browsermcp
Automate your local Chrome browser
by co-browser
browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
by eat-pray-ai
A fully functional MCP server and CLI for YouTube to automate YouTube operation
by executeautomation
An MCP server using Playwright for browser automation and webscrapping
by eyalzh
An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
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.
by FradSer
An MCP server for interacting with Apple Reminders on macOS
by getrupt
Extract structured data from any website. Just prompt and get JSON.
by kimtaeyoon83
Fetch YouTube subtitles and transcripts for AI analysis
by kimtth
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
by microsoft
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
by modelcontextprotocol
Browser automation for web scraping and interaction
by ndthanhdev
An MCP Server that enables AI assistants to interact with your local browsers.
by Operative-Sh
An MCP Server that autonomously debugs web applications with browser-use browser agents
by pskill9
An MCP server that enables free web searching using Google search results, with no API keys required.
by PhungXuanAnh
A Model Context Protocol server providing web automation capabilities through Selenium WebDriver
by recursechat
An MCP Server Integration with Apple Shortcuts
by xspadex
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.
by imprvhub
A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.
by duaraghav8
Self-hosted MCP Server registry for enterprise AI Agents
by MarketplaceAdPros
Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
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.
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.
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.
by alexbakers
upload and manipulation of IPFS storage
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
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.
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.
by awslabs
AWS MCP servers for seamless integration with AWS services and resources.
by bright8192
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
by cloudflare
Integration with Cloudflare services including Workers, KV, R2, and D1
by cyclops-ui
An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction
Open source podcast hosting platform
by jdubois
A wrapper around the Azure CLI command line that allows you to talk directly to Azure
by kestra-io
Implementation of MCP server for [Kestra](https://kestra.io/) workflow orchestration platform.
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.
by Nebula-Block-Data
integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
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.
by openstack-kr
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
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.
by pythonanywhere
MCP server implementation for PythonAnywhere cloud platform.
by qiniu
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.
by redis
Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.
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.
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.
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.
by VmLia
This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.
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.
by aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
by aashari
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
by gofireflyio
Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai/).
by kaliaboi
A connector for LLMs to work with collections and sources on your Zotero Cloud
by olalonde
When your LLM needs human assistance (through AWS Mechanical Turk)
by ckanthony
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
by gwbischof
Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"
by pydantic
Run Python code in a secure sandbox via MCP tool calls
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.
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
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.
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.
by ezyang
Coding agent with basic read, write and command line tools.
by gabrielmaialva33
A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
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.
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.
by oraios
A fully-featured coding agent that relies on symbolic code operations by using language servers.
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
by stippi
Coding agent with basic list, read, replace\_in\_file, write, execute\_command and web search tools. Supports multiple projects concurrently.
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
by VertexStudio
Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
by wende
Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing
by automateyournetwork
Cisco pyATS server enabling structured, model-driven interaction with network devices.
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.
by g0t4
Run any command with `run_command` and `run_script` tools.
by maxim-saplin
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
by misiektoja
List and terminate OS processes via natural language queries
by MladenSU
Command line interface with secure execution and customizable security policies
by OthmaneBlial
A DeepSeek MCP-like Server for Terminal
by sonirico
🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.
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.
by tumf
A secure shell command execution server implementing the Model Context Protocol (MCP)
by wonderwhy-er
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
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
by AbdelStark
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.
by adhikasp
Interact with Twitter search and timeline
by areweai
TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!
by arpitbatra123
An MCP server to interface with the Google Tasks API
by Cactusinhand
A MCP server that send desktop notifications with sound effect when agent tasks are completed.
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/).
by chaindead
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
by chigwell
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
by Danielpeter-99
MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
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.
by gerkensm
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.
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!)
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
by InditexTech
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
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.
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.
by jaipandya
MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
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.
by keturiosakys
Bluesky instance integration for querying and interaction
by korotovsky
The most powerful MCP server for Slack Workspaces.
by lharries
An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
by line
MCP Server for Integrating LINE Official Account
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.
by wyattjoh
A Model Context Protocol server for reading iMessage data from macOS.
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.
by softeria
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
by teddyzxcv
The MCP server that keeps you informed by sending the notification on phone using ntfy
by UserAd
An MCP server for [DIDLogic](https://didlogic.com/). Adds functionality to manage SIP endpoints, numbers and destinations.
by YCloud-Developers
MCP server for WhatsApp Business Platform by YCloud.
by zcaceres
An MCP server to Manage Google Tasks
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.
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
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.
by ukkit
A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
by reflagcom
Flag features directly from chat in your IDE with [Reflag](https://reflag.com/).
by Yutarop
MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
by exoticknight
File merger tool, suitable for AI chat length limits.
by chatmcp
Query and summarize your chat messages with AI prompts.
by JamesANZ
An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.
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.
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.
by billster45
MCP server for Claude to talk to ChatGPT and use its web search capability.
by caol64
Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.
by emicklei
MCP server proxy that offers a Web UI to the full message flow
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.
by kenliao94
Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ
by mzxrai
Chat with OpenAI's smartest models
by pyroprompts
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
by rember
Create spaced repetition flashcards in [Rember](https://rember.com/) to remember anything you learn in your chats.
by ttommyth
Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
by antvis
A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
by hustcc
Generate visual charts using [Apache ECharts](https://echarts.apache.org/) with AI MCP dynamically.
by hustcc
Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
by iaptic
Connect with [iaptic](https://www.iaptic.com/) to ask about your Customer Purchases, Transaction data and App Revenue statistics.
by OpenDataMCP
Connect any Open Data to any LLM with Model Context Protocol.
by sergehuber
An MCP server to access and updates profiles on an Apache Unomi CDP server.
by tinybirdco
An MCP server to interact with a Tinybird Workspace from any MCP client.
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.
by mindsdb
Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
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.
by drakonkat
A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
by genomoncology
Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
by longevity-genie
MCP server for a queryable database for aging and longevity research from the OpenGenes project.
by longevity-genie
MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
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.
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.
by the-momentum
An MCP server that provides access to exported data from Apple Health. Data analytics included.
by OHNLP
Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.
by browserbase
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
by getrupt
Extract structured data from any website. Just prompt and get JSON.
by kimtaeyoon83
Fetch YouTube subtitles and transcripts for AI analysis
by redis
Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.
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.
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.
by chaindead
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
by chigwell
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
by Danielpeter-99
MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
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
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.
by wyattjoh
A Model Context Protocol server for reading iMessage data from macOS.
by antvis
A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
by hustcc
Generate visual charts using [Apache ECharts](https://echarts.apache.org/) with AI MCP dynamically.
by hustcc
Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
by iaptic
Connect with [iaptic](https://www.iaptic.com/) to ask about your Customer Purchases, Transaction data and App Revenue statistics.
by OpenDataMCP
Connect any Open Data to any LLM with Model Context Protocol.
by alexander-zuev
Supabase MCP Server with support for SQL query execution and database exploration tools
by amineelkouhen
A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com/).
by benborla
MySQL database integration in NodeJS with configurable access controls and schema inspection
by bram2w
Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
by c4pt0r
TiDB database integration with schema inspection and query capabilities
by Canner
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
by centralmind
MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
by ClickHouse
ClickHouse database integration with schema inspection and query capabilities
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.
by Dataring-engineering
Trino MCP Server to query and access data from Trino Clusters.
by designcomputer
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
by domdomegg
Airtable database integration with schema inspection, read and write capabilities
by edwinbernadus
Nocodb database integration, read and write capabilities
by ergut
Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
by f4ww4z
Node.js-based MySQL database integration that provides secure MySQL database operations
by fireproof-storage
Fireproof ledger database with multi-user sync
by furey
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
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))
by googleapis
Open source MCP server specializing in easy, fast, and secure tools for Databases.
by hydrolix
Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
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
by jparkerweb
Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.
by kiliczsh
A Model Context Protocol Server for MongoDB
by ktanaka101
DuckDB database integration with schema inspection and query capabilities
by LucasHild
BigQuery database integration with schema inspection and query capabilities
by memgraph
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
by modelcontextprotocol
PostgreSQL database integration with schema inspection and query capabilities
by modelcontextprotocol
SQLite database operations with built-in analysis features
by neo4j-contrib
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
by OpenLinkSoftware
An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol
by OpenLinkSoftware
An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol
by OpenLinkSoftware
An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)
by pab1it0
Query and analyze Azure Data Explorer databases
by prisma
Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).
by QuantGeekDev
MongoDB integration that enables LLMs to interact directly with databases.
by quarkiverse
Connect to any JDBC-compatible database and query, insert, update, delete, and more.
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.
by redis
The Redis official MCP Server offers an interface to manage and search data in Redis.
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.
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.
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.
by subnetmarco
Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.
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.
by tradercjz
TDolphinDB database integration with schema inspection and query capabilities
by tuannvm
A Go implementation of a Model Context Protocol (MCP) server for Trino
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
by Xexr
Production-ready MCP server for libSQL databases with comprehensive security and management tools.
by ydb-platform
MCP server for interacting with [YDB](https://ydb.tech/) databases
by yincongcyincong
An MCP server for interacting with VictoriaMetrics database.
by zilliztech
MCP Server for Milvus / Zilliz, making it possible to interact with your database.
by aywengo
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.
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.
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.
by JordiNeil
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
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.
by keboola
interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.
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.
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.
by alkemi-ai
MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.
by paracetamol951
Allows you to automate or monitor business operations, sales recorder, POS software, CRM.
by CodeLogicIncEngineering
Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.
by comet-ml
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
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.
by GLips
Provide coding agents direct access to Figma data to help them one-shot design implementation.
by haris-musa
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
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.
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.
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 )
by Jpisnice
MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
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.
by posthog
An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
by ReAPI-com
MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data
by SDGLBL
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
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.
by zcaceres
An MCP server to flexibly fetch JSON, text, and HTML data
by arrismo
Connects to Kaggle, ability to download and analyze datasets.
by ChronulusAI
Predict anything with Chronulus AI forecasting and prediction agents.
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.
by datalayer
Model Context Protocol (MCP) Server for Jupyter.
by HumanSignal
Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
by jjsantos01
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
by kdqed
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
by mckinsey
Tools and templates to create validated and maintainable data charts and dashboards.
by phisanti
Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
by reading-plus-ai
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
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.
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.
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.
by Codex-Data
[Codex API](https://www.codex.io/) integration for real-time enriched blockchain and market data on 60+ networks
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.
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.
by ferdousbhai
Yahoo Finance integration to fetch stock market data including options recommendations
by glaksmono
Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
by HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
by kukapay
Providing real-time and historical Crypto Fear & Greed Index data.
by kukapay
An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
by kukapay
Providing cryptocurrency project data from Mobula.io to AI agents.
by kukapay
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
by kukapay
A mcp server that bridges Dune Analytics data to AI agents.
by kukapay
Delivering crypto ETF flow data to power AI agents' decision-making.
by kukapay
Providing real-time funding rate data across major crypto exchanges.
by kukapay
An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.
by kukapay
An MCP server that powers AI agents with indexed blockchain data from The Graph.
by laukikk
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
by longportapp
🐍 ☁️ \- LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
by OctagonAI
Octagon AI Agents to integrate private and public market data
by QuantGeekDev
Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
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.
by SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
by SaintDoresh
An MCP tool that provides stock market data and analysis using the Yahoo Finance API.
by shareseer
MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com/)
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.
by twelvedata
Interact with [Twelve Data](https://twelvedata.com/) APIs to access real-time and historical financial market data for your AI agents.
by zlinzzzz
An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.
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.
by hive-intel
Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
by kkjdaniel
An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).
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.
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.
by rishijatia
An MCP server for real-time Fantasy Premier League data and analysis tools.
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.
by topoteretes
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
by devilcoder01
Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
by jagan-shanmugam
An OpenStreetMap MCP server with location-based services and geospatial data.
by SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
by gomarble-ai
MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
by gomarble-ai
MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
by grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance
by mpeirone
Zabbix integration for hosts, items, triggers, templates, problems, data and more.
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.
by 0xDAEF0F
An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
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.
by andybrandt
🐍 ☁️ MCP for LLM to search and read papers from arXiv
by andybrandt
🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
by blazickjp
Search ArXiv research papers
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.
by deadletterq
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
by devflowinc
Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai/)
by Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)
by erithwik
An MCP server to search Hacker News, get top stories, and more.
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.
by isnow890
MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.
by jae-jae
A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
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.
by Linked-API
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
by nyxn-ai
Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
by OctagonAI
Lightning-Fast, High-Accuracy Deep Research Agent
by pragmar
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
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.
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)
by reading-plus-ai
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
by ricocf
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
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.
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.
by the0807
An MCP Server that retrieves and processes news data from the GeekNews site.
by tinyfish-io
MCP server that provides [AgentQL](https://agentql.com/)'s data extraction capabilities.
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.
by webscraping-ai
Interact with [WebScraping.ai](https://webscraping.ai/) for web data extraction and scraping.
by zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
by Pearch-ai
Best people search engine that reduces the time spent on talent discovery
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.
by imprvhub
An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
by imprvhub
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
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.
by AIM-Intelligence
Security-focused MCP server that provides safety guidelines and content analysis for AI agents.
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.
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.
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.
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.
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.
by sanyambassi
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
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.
by HaroldFinchIFT
A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.
by macrocosm-os
🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
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.
by r-huijts
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
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.
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.
by pab1it0
A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
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.
by srinath1510
A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information
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.
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
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)
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.
by isaacwasserman
Generate visualizations from fetched data using the VegaLite format and renderer.
by KS-GEN-AI
Get Confluence data via CQL and read pages.
by KS-GEN-AI
Read jira data via JQL and api and execute requests to create and edit tickets.
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).
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.
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
by reeeeemo
Allows the AI to read .ged files and genetic data
by sirmews
Allows the AI to read from your local Apple Notes database (macOS only)
by tevonsb
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
by tqiqbal
A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
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.
by arrismo
Connects to Kaggle, ability to download and analyze datasets.
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.
by ChronulusAI
Predict anything with Chronulus AI forecasting and prediction agents.
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.
by datalayer
Model Context Protocol (MCP) Server for Jupyter.
by HumanSignal
Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
by jjsantos01
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
by kdqed
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
by mckinsey
Tools and templates to create validated and maintainable data charts and dashboards.
by optuna
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
by phisanti
Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
by reading-plus-ai
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
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.
by zcaceres
An MCP server to convert almost any file or web content into Markdown
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.
by mindsdb
Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
by drakonkat
A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
by longevity-genie
MCP server for a queryable database for aging and longevity research from the OpenGenes project.
by longevity-genie
MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
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.
by redis
Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.
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
by Aiven-Open
🐍 ☁️ 🎖️ \- Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
by alexander-zuev
Supabase MCP Server with support for SQL query execution and database exploration tools
by aliyun
MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
by amineelkouhen
A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com/).
by benborla
MySQL database integration in NodeJS with configurable access controls and schema inspection
by bram2w
Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
by c4pt0r
TiDB database integration with schema inspection and query capabilities
by Canner
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
by centralmind
MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
by ChristianHinge
DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.
by chroma-core
Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities
by ClickHouse
ClickHouse database integration with schema inspection and query capabilities
by confluentinc
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
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.
by cr7258
MCP Server implementation that provides Elasticsearch interaction
by crystaldba
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
by Dataring-engineering
Trino MCP Server to query and access data from Trino Clusters.
by designcomputer
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
by domdomegg
Airtable database integration with schema inspection, read and write capabilities
by edwinbernadus
Nocodb database integration, read and write capabilities
by ergut
Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
by f4ww4z
Node.js-based MySQL database integration that provides secure MySQL database operations
by ferrants
Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.
by fireproof-storage
Fireproof ledger database with multi-user sync
by freema
MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.
by furey
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
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))
by googleapis
Open source MCP server specializing in easy, fast, and secure tools for Databases.
by GreptimeTeam
MCP Server for querying GreptimeDB.
by henilcalagiya
Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.
by hydrolix
Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
by idoru
Run queries against InfluxDB OSS API v2.
by influxdata
Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
by isaacwasserman
Snowflake integration implementing read and (optional) write operations as well as insight tracking
by iunera
Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.
by YannBrrd
Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations
by joshuarileydev
Supabase MCP Server for managing and creating projects and organisations in Supabase
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
by jparkerweb
Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.
by KashiwaByte
VikingDB integration with collection and index introduction, vector store and search capabilities.
by kiliczsh
A Model Context Protocol Server for MongoDB
by ktanaka101
DuckDB database integration with schema inspection and query capabilities
by LucasHild
BigQuery database integration with schema inspection and query capabilities
by memgraph
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
by modelcontextprotocol
PostgreSQL database integration with schema inspection and query capabilities
by modelcontextprotocol
SQLite database operations with built-in analysis features
by neo4j-contrib
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
by OpenLinkSoftware
An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol
by OpenLinkSoftware
An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol
by OpenLinkSoftware
An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)
by pab1it0
Query and analyze Azure Data Explorer databases
by pab1it0
Query and analyze Prometheus, open-source monitoring system.
by prisma
Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).
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.
by QuantGeekDev
MongoDB integration that enables LLMs to interact directly with databases.
by quarkiverse
Connect to any JDBC-compatible database and query, insert, update, delete, and more.
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.
by redis
The Redis official MCP Server offers an interface to manage and search data in Redis.
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.
by s2-streamstore
Official MCP server for the S2.dev serverless stream platform.
by sirmews
Pinecone integration with vector search capabilities
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.
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.
by subnetmarco
Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.
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.
by tradercjz
TDolphinDB database integration with schema inspection and query capabilities
by tuannvm
A Go implementation of a Model Context Protocol (MCP) server for Trino
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.
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.
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
by Xexr
Production-ready MCP server for libSQL databases with comprehensive security and management tools.
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.
by ydb-platform
MCP server for interacting with [YDB](https://ydb.tech/) databases
by yincongcyincong
An MCP server for interacting with VictoriaMetrics database.
by zilliztech
MCP Server for Milvus / Zilliz, making it possible to interact with your database.
by JordiNeil
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
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.
by akramIOT
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
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.
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.
by j4c0bs
MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)
by kdqed
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
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.
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.
by deadletterq
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
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.
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.
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.
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.
by HaroldFinchIFT
A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.
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.
by bart6114
Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.
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.
by sirmews
Allows the AI to read from your local Apple Notes database (macOS only)
by 1mcp-app
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
by glenngillen
A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
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.
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`
by cyclops-ui
An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction
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.
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
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/).
by antvis
A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
by hustcc
Generate visual charts using [Apache ECharts](https://echarts.apache.org/) with AI MCP dynamically.
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.
by 21st-dev
Create crafted UI components inspired by the best 21st.dev design engineers.
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.
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.
by buildkite
Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
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.
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.
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.
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.
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.
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.
by yikakia
Query Go package information on pkg.go.dev
by paracetamol951
Implementation of HTTP 402 (payment required http code) relying on Solana
by phisanti
Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
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.
by kukapay
An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
by kukapay
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
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.
by inspektor-gadget
Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
by yshngg
A Prometheus Model Context Protocol Server.
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)
by AIM-Intelligence
Security-focused MCP server that provides safety guidelines and content analysis for AI agents.
by jtang613
A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.
by r-huijts
Access Dutch Railways (NS) travel information, schedules, and real-time updates
by giuseppe-coco
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
by MarkusPfundstein
Integration with gmail and Google Calendar.
by tubasasakunn
AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
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
by sxhxliang
Turn a web service into an MCP server in one click without making any code changes.
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.
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.
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.
by pydantic
Run Python code in a secure sandbox via MCP tool calls
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.
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
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.
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.
by gabrielmaialva33
A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
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.
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.
by oraios
A fully-featured coding agent that relies on symbolic code operations by using language servers.
by VertexStudio
Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
by wende
Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing
by automateyournetwork
Cisco pyATS server enabling structured, model-driven interaction with network devices.
by wonderwhy-er
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
by areweai
TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!
by crystaldba
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
by s2-streamstore
Official MCP server for the S2.dev serverless stream platform.
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
by 21st-dev
Create crafted UI components inspired by the best 21st.dev design engineers.
by aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
by aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
by aashari
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
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".
by admica
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
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.
by akramIOT
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
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.
by artmann
MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
by wyattjoh
Model Context Protocol server for the JSR (JavaScript Registry)
by automation-ai-labs
Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
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.
by axliupore
An MCP server for running code locally via Docker and supporting multiple programming languages.
by azer
Analyze React code locally, generate docs / llm.txt for whole project at once
by buildkite
Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
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.
by ckreiling
Integrate with Docker to manage containers, images, volumes, and networks.
by CodeLogicIncEngineering
Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.
by comet-ml
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
by configcat
MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.
by cqfn
Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
by davidan90
Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.
by davidlin2k
MCP server for the POX SDN controller to provides network control and management capabilities.
by delano
Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
by alexpota
Universal deployment tracker for AI assistants with live status badges and deployment monitoring
by docker
Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
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.
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.
by flipt-io
Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io/).
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.
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.
by GLips
Provide coding agents direct access to Figma data to help them one-shot design implementation.
by gofireflyio
Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai/).
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
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.
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.
by HainanZhao
Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.
by haris-musa
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
by higress-group
MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.
by hijaz
A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
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.
by hungthai1401
A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).
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
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
by IlyaGulya
Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting
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.
by InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
by InhiblabCore
MCP server for local compression of various image formats.
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.
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 )
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.
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.
by IvanAmador
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.
by j4c0bs
MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)
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.
by jasonjmcghee
An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
by JetBrains
Connect to JetBrains IDE
by Jktfe
A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
by JordanDalton
An MCP server for CSV files.
by JoshuaRileyDev
An MCP server to communicate with the App Store Connect API for iOS Developers
by JoshuaRileyDev
An MCP server to control iOS Simulators
by Jpisnice
MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
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.
by kadykov
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
by langfuse
MCP server to access and manage LLM application prompts created with Langfuse Prompt Management.
by linw1995
A MCP server to interact with Neovim
by lpigeon
The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
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.
by ukkit
A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
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.
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.
by mrexodia
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
by mumez
Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images.
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.
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.
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.
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/).
by bgauryy
AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
by opslevel
Official MCP Server for [OpsLevel](https://www.opslevel.com/)
by ooples
Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
by picahq
One MCP for all your integrations — powered by [Pica](https://www.picaos.com/), the infrastructure for intelligent, collaborative agents.
by posthog
An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
by Pratyay
Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
by QAInsights
JMeter MCP Server for performance testing
by QAInsights
Grafana k6 MCP Server for performance testing
by QAInsights
Locust MCP Server for performance testing
by QuantGeekDev
Docker container management and operations through MCP
by r-huijts
Xcode integration for project management, file operations, and build automation
by ReAPI-com
MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data
by reflagcom
Flag features directly from chat in your IDE with [Reflag](https://reflag.com/).
by Rootly-AI-Labs
MCP server for the incident management platform [Rootly](https://rootly.com/).
by Ryan0204
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.
by sammcj
An MCP Server to help LLMs suggest the latest stable package versions when writing code.
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
by SDGLBL
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
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.
by snaggle-ai
Connect any HTTP/REST API server using an Open API spec (v3)
by spacecode-ai
Bring structure and preserve context in vibe coding by automatically tracking issues.
by st3v3nmw
MCP for semantic code search & navigation that reduces token waste
by stass
A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
by storybookjs
Help agents automatically write and test stories for your UI components.
by TencentEdgeOne
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
by tgeselle
An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
by Tommertom
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!
by tipdotmd
MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.
by tumf
A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
by utensils
MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
by vasayxtx
MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
by biegehydra
Connect to VSCode ide and use semantic tools like `find_usages`
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.
by XixianLiang
Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
by xzq-xu
An implementation project of a JVM-based MCP (Model Context Protocol) server.
by yangkyeongmo
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
by yikakia
Query Go package information on pkg.go.dev
by yiwenlu66
AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
by YuChenSSR
A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
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.
by Yutarop
MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
by yWorks
MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
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.
by zcaceres
An MCP server to flexibly fetch JSON, text, and HTML data
by zenml-io
An MCP server to connect with your [ZenML](https://www.zenml.io/) MLOps and LLMOps pipelines
by zillow
Tool suite built around an MCP server for Android automation for developer workflow and testing
by paracetamol951
Implementation of HTTP 402 (payment required http code) relying on Solana
by cyberchitta
Share code context with LLMs via MCP or clipboard
by Regenerating-World
Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.
by Codex-Data
[Codex API](https://www.codex.io/) integration for real-time enriched blockchain and market data on 60+ networks
by glaksmono
Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
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).
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
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.
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.
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.
by upstash
Up-to-date code documentation for LLMs and AI code editors.
by jjsantos01
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
by open-strategy-partners
A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
by hyperb1iss
Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
by last9
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster
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.
by ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI developement.
by deadletterq
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
by hbg
🐍 ☁️ MCP to search through PapersWithCode API
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.
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.
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.
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.
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.
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.
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.
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.
by Tiberriver256
Azure DevOps integration for repository management, work items, and pipelines.
by theonedev
A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, and pull request review
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.
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.
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.
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.
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
by Shopify
Model Context Protocol (MCP) server that interacts with Shopify Dev.
by tevonsb
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
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.
by kimtth
An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
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.
by ddsky
Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).
by jiayao
A MCP server playing chess against LLMs.
by kkjdaniel
An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).
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.
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.
by rishijatia
An MCP server for real-time Fantasy Premier League data and analysis tools.
by sonirico
🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.
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.
by tomholford
Play Tic Tac Toe against an AI opponent using this MCP server.
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.
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.
by cyberchitta
Share code context with LLMs via MCP or clipboard
by exoticknight
File merger tool, suitable for AI chat length limits.
by quarkiverse
A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
by hmk
Box integration for listing, reading and searching files
by isaacphi
Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.
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.
by mamertofabian
Fast Windows file search using Everything SDK
by mark3labs
Golang implementation for local file system access.
by mickael-kerjean
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.
by microsoft
MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
by modelcontextprotocol
Direct local file system access.
by Xuanwo
Access any storage with Apache OpenDAL™
by co-browser
browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
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.
by gabrielmaialva33
A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
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.
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
by stippi
Coding agent with basic list, read, replace\_in\_file, write, execute\_command and web search tools. Supports multiple projects concurrently.
by VertexStudio
Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
by wonderwhy-er
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
by softeria
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
by sergehuber
An MCP server to access and updates profiles on an Apache Unomi CDP server.
by admica
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
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
by HainanZhao
Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.
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.
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 )
by JordanDalton
An MCP server for CSV files.
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.
by r-huijts
Xcode integration for project management, file operations, and build automation
by Ryan0204
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.
by stass
A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
by tumf
A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
by zcaceres
An MCP server to convert almost any file or web content into Markdown
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.
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.
by exoticknight
File merger tool, suitable for AI chat length limits.
by quarkiverse
A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
by hmk
Box integration for listing, reading and searching files
by mamertofabian
Fast Windows file search using Everything SDK
by mark3labs
Golang implementation for local file system access.
by microsoft
MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
by modelcontextprotocol
Direct local file system access.
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.
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.
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.
by vectorize-io
[Vectorize](https://vectorize.io/) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
by BurtTheCoder
MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
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.
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.
by MonadsAG
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file
by mrjoshuak
Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
by reeeeemo
Allows the AI to read .ged files and genetic data
by tipdotmd
MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.
by paracetamol951
Implementation of HTTP 402 (payment required http code) relying on Solana
by Regenerating-World
Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.
by aaronjmars
Deep Research for crypto - free & fully local
by ahnlabio
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
by getAlby
Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.
by alchemyplatform
Allow AI agents to interact with Alchemy's blockchain APIs.
by anjor
Coinmarket API integration to fetch cryptocurrency listings and quotes
by araa47
Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )
by ariadng
Enable AI LLMs to execute trades using MetaTrader 5 platform
by armorwallet
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
by Bankless
Bankless Onchain API to interact with smart contracts, query transaction and token information
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
by berlinbra
Alpha Vantage API integration to fetch both stock and crypto information
by BitteProtocol
Bitte Protocol integration to run AI Agents on several blockchains.
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.
by chargebee
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).
by Codex-Data
[Codex API](https://www.codex.io/) integration for real-time enriched blockchain and market data on 60+ networks
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.
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.
by ferdousbhai
Yahoo Finance integration to fetch stock market data including options recommendations
by ferdousbhai
Tastyworks API integration to handle trading activities on Tastytrade
by ferdousbhai
Reddit integration to analyze content on WallStreetBets community
by getalby
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
by glaksmono
Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
by HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
by intentos-labs
Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
by janswist
Real-time on-chain market prices using open and free Dexscreener API
by jjlabsio
An MCP Server for Korean stock analysis using OPEN DART API and KRX API
by kukapay
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
by kukapay
An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
by kukapay
Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
by kukapay
Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
by kukapay
Providing real-time access to Chainlink's decentralized on-chain price feeds.
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.
by kukapay
Providing real-time access to the latest news from Cointelegraph.
by kukapay
Providing real-time and historical Crypto Fear & Greed Index data.
by kukapay
An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.
by kukapay
Streams real-time cryptocurrency liquidation events from Binance.
by kukapay
An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
by kukapay
Analyzing order book depth and imbalance across major crypto exchanges.
by kukapay
Tracking stablecoin peg integrity across multiple blockchains.
by kukapay
An MCP server for tracking and managing cryptocurrency portfolio allocations.
by kukapay
Providing cryptocurrency project data from Mobula.io to AI agents.
by kukapay
An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.
by kukapay
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
by kukapay
Tracking the latest trending tokens on CoinGecko.
by kukapay
Serving as a structured knowledge base of crypto whitepapers.
by kukapay
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
by kukapay
An MCP server that aggregates live governance proposals from major DAOs.
by kukapay
An MCP server for AI agents to explore DeFi yield opportunities.
by kukapay
A mcp server that bridges Dune Analytics data to AI agents.
by kukapay
Delivering crypto ETF flow data to power AI agents' decision-making.
by kukapay
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
by kukapay
Providing real-time funding rate data across major crypto exchanges.
by kukapay
An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.
by kukapay
An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.
by kukapay
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
by kukapay
An MCP server that tracks newly created pools on Pancake Swap.
by kukapay
Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
by kukapay
An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
by kukapay
An MCP server that detects potential risks in Solana meme tokens.
by kukapay
An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
by kukapay
An MCP server that powers AI agents with indexed blockchain data from The Graph.
by kukapay
An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
by kukapay
An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
by kukapay
An MCP server that tracks the historical changes of Twitter usernames.
by kukapay
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
by kukapay
An MCP server that fetches real-time token prices from Uniswap DEX across multiple blockchains.
by kukapay
An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
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.
by kukapay
An MCP server that provides AI agents with real-time access to curated Web3 jobs.
by kukapay
A mcp server for tracking cryptocurrency whale transactions.
by laukikk
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
by longportapp
🐍 ☁️ \- LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
by mcpdotdirect
Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
by mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
by minhyeoky
A ledger-cli integration for managing financial transactions and generating reports.
by narumiruna
An MCP server that uses yfinance to obtain information from Yahoo Finance.
by OctagonAI
Octagon AI Agents to integrate private and public market data
by openMF
A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
by pwh-pwh
Bitget API to fetch cryptocurrency price.
by QuantGeekDev
Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
by QuentinCody
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
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.
by SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
by SaintDoresh
An MCP tool that provides stock market data and analysis using the Yahoo Finance API.
by shareseer
MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com/)
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.
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.
by tooyipjee
TS version of yahoo finance mcp.
by Trade-Agent
Trade stocks and crypto on common brokerages (Robinhood, E\*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
by twelvedata
Interact with [Twelve Data](https://twelvedata.com/) APIs to access real-time and historical financial market data for your AI agents.
by wowinter13
An MCP tool for querying Solana transactions using natural language with Solscan API.
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.
by zlinzzzz
An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.
by Zolo-Ryan
MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
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.
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.
by JamesANZ
An MCP server that enables AI models to query the Bitcoin blockchain.
by hive-intel
Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
by genomoncology
Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
by andybrandt
🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
by antvis
A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
by hustcc
Generate visual charts using [Apache ECharts](https://echarts.apache.org/) with AI MCP dynamically.
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.
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.
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.
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`
by the-momentum
MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.
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.
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.
by aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
by aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
by aashari
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
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
by JetBrains
Connect to JetBrains IDE
by biegehydra
Connect to VSCode ide and use semantic tools like `find_usages`
by yangkyeongmo
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
by yiwenlu66
AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
by zenml-io
An MCP server to connect with your [ZenML](https://www.zenml.io/) MLOps and LLMOps pipelines
by jjsantos01
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
by BitteProtocol
Bitte Protocol integration to run AI Agents on several blockchains.
by chargebee
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).
by mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
by sonirico
🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.
by kaliaboi
A connector for LLMs to work with collections and sources on your Zotero Cloud
by ragieai
Retrieve context from your [Ragie](https://www.ragie.ai/) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
by modelcontextprotocol
Google Maps integration for location services, routing, and place details
by getsentry
Sentry.io integration for error tracking and performance monitoring
by imprvhub
An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (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.
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.
by MarkusPfundstein
Integration with gmail and Google Calendar.
by tubasasakunn
AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
by 2niuhe
A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.
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.
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.
by akseyh
Allows the AI to read from your Bear Notes (macOS only)
by allenporter
Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
by zxkane
Use Amazon Nova Canvas model for image generation.
by anaisbetts
An MCP server that installs other MCP servers for you.
by anaisbetts
Fetch YouTube subtitles
by andybrandt
🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
by andybrandt
An MCP server that allows checking local time on the client machine or current UTC time from an NTP 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
by awkoy
Provides the ability to generate images via Replicate's API.
by awwaiid
An MCP server for basic local taskwarrior usage (add, update, remove tasks)
by Azure
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.
by Badhansen
A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.
by ankitmalik84
A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.
by bart6114
Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.
by billster45
MCP server for Claude to talk to ChatGPT and use its web search capability.
by blurrah
Allows the AI to query GraphQL servers
by boldsign
Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).
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).
by caol64
Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.
by chrishayuk
Yet another CLI tool for testing MCP servers
by danhilse
Integrates with Notion's API to manage personal todo lists
by danielkennedy1
PDF download, view & manipulation utilities.
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)
by ekkyarmandi
[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.
by emicklei
MCP server proxy that offers a Web UI to the full message flow
by esignaturescom
Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.
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.
by evalstate
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
by feuerdev
Read, create, update and delete Google Keep notes.
by fotoetienne
Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.
Wikipedia Article lookup API
by githejie
This server enables LLMs to use calculator for precise numerical calculations
by gotoolkits
🏎️ ☁️ Tools to the query and execute of Dify workflows
by growilabs
Official MCP Server to integrate with GROWI APIs.
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.
by Harry-027
An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.
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.
by hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
by hmk
📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
by MonadsAG
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file
by integromat
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
by isaacwasserman
Generate visualizations from fetched data using the VegaLite format and renderer.
by ivo-toby
Update, create, delete content, content-models and assets in your Contentful Space
by j3k0
Let the agent speak things out loud, notify you when he's done working with a quick summary
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.
by jen6
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.
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.
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.
by JoshuaRileyDev
An MCP server to list and launch applications on MacOS
by k-jarzyna
Miro MCP server, exposing all functionalities available in official Miro SDK
by kelvin6365
🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so/) API
by kenliao94
Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ
by kimtth
An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
by kiwamizamurai
📇 ☁️ Powerfully interact with Kibela API.
by kj455
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
by Klavis-AI
Extract and convert YouTube video information.
by KS-GEN-AI
Get Confluence data via CQL and read pages.
by KS-GEN-AI
Read jira data via JQL and api and execute requests to create and edit tickets.
by kw510
An MCP server for Strava, an app for tracking physical exercise
by louiscklaw
MCP server with basic demonstration of getting weather from Hong Kong Observatory
by magarcia
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
by marcelmarais
📇 🏠 Control Spotify playback and manage playlists.
by MarkusPfundstein
Interacting with Obsidian via REST API
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.
by modelcontextprotocol
MCP server that exercises all the features of the MCP protocol
by mrjoshuak
Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
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.
by mzxrai
Chat with OpenAI's smartest models
by NakaokaRei
MCP server that can execute commands such as keyboard input and mouse movement
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
by NON906
🐍 Automatic operation of on-screen GUI.
by offorte
The Offorte Proposal Software MCP server enables creation and sending of business proposals.
by olalonde
When your LLM needs human assistance (through AWS Mechanical Turk)
by orellazri
MCP server for [Coda](https://coda.io/)
by osinmv
MCP server for function signature lookups.
by pierrebrunelle
Query OpenAI models directly from Claude using MCP protocol
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).
by PV-Bhat
An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment.
by pwh-pwh
An MCP server for Mathematical expression calculation
by pyroprompts
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
by quarkiverse
Draw on JavaFX canvas.
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.
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
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
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).
by reeeeemo
Allows the AI to read .ged files and genetic data
by rember
Create spaced repetition flashcards in [Rember](https://rember.com/) to remember anything you learn in your chats.
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.
by rusiaaman
Autonomous shell execution, computer control and coding agent. (Mac)
by inkbytefo
Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.
by SecretiveShell
An MCP server for querying wolfram alpha API.
by Seym0n
Interact with TikTok videos
by Shopify
Model Context Protocol (MCP) server that interacts with Shopify Dev.
by sirmews
Allows the AI to read from your local Apple Notes database (macOS only)
by suekou
Interacting with Notion API
by tacticlaunch
Integrates with Linear project management system
by tanigami
Interacting with Perplexity API.
by tevonsb
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
by TheoBrigitte
MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.
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.
by tomekkorbak
An MCP server for Oura, an app for tracking sleep
by tqiqbal
A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
by ttommyth
Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
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.
by ujisati
Manage your Anki collection with AnkiConnect & MCP
by UnitVectorY-Labs
A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.
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.
by wong2
CLI tool for testing MCP servers
by nick1udwig
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))
by yuna0x0
Allows AI models to interact with [HackMD](https://hackmd.io/)
by ZeparHyfar
MCP server providing date and time functions in various formats
by zueai
Simple Web UI to install and manage MCP servers for Claude Desktop App.
by imprvhub
An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).
by nanana-app
AI image generation using Google Gemini's nano banana model.
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.
by tumf
A secure shell command execution server implementing the Model Context Protocol (MCP)
by kiliczsh
A Model Context Protocol Server for MongoDB
by neo4j-contrib
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
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.
by tuannvm
A Go implementation of a Model Context Protocol (MCP) server for Trino
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.
by wyattjoh
Model Context Protocol server for the JSR (JavaScript Registry)
by InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
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.
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/).
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
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.
by xzq-xu
An implementation project of a JVM-based MCP (Model Context Protocol) server.
by YuChenSSR
A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
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.
by datalayer
Model Context Protocol (MCP) Server for Jupyter.
by isaacphi
Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.
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
by chatmcp
Query and summarize your chat messages with AI prompts.
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.
by CheMiguel23
Enhanced graph-based memory with a focus on AI role-play and story generation
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.
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).
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.
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
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.
by kaliaboi
A connector for LLMs to work with collections and sources on your Zotero Cloud
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
by modelcontextprotocol
Knowledge graph-based persistent memory system for maintaining context
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.
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.
by pinecone-io
Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
by ragieai
Retrieve context from your [Ragie](https://www.ragie.ai/) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
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.
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.
by topoteretes
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
by unibaseio
Save and query your agent memory in distributed way by Membase
by upstash
Up-to-date code documentation for LLMs and AI code editors.
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.
by JamesANZ
An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.
by modelcontextprotocol
Google Maps integration for location services, routing, and place details
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)
by imprvhub
Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
by yshngg
A Prometheus Model Context Protocol Server.
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.
by imprvhub
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
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.
by jtang613
A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.
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.
by allenporter
Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
by ankitmalik84
A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.
by hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
by kimtth
An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
by imprvhub
An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).
by briandconnelly
IP address geolocation and network information using IPInfo API
by cqtrinv
Explore French communes and cadastral parcels based on name and surface
by devilcoder01
Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
by ip2location
Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
by isdaniel
Get weather information from [https://api.open-meteo.com](https://api.open-meteo.com/) API.
by ipfind
IP Address location service using the [IP Find](https://ipfind.com/) API
by iplocate
Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
by jagan-shanmugam
An OpenStreetMap MCP server with location-based services and geospatial data.
by kukapay
An MCP server for nearby place searches with IP-based location detection.
by modelcontextprotocol
Google Maps integration for location services, routing, and place details
by jjsantos01
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
by rossshannon
Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.
by SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
by SecretiveShell
Access the time in any timezone and get the current local time
by stadiamaps
A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps
by TimLukaHorstmann
Accurate weather forecasts via the AccuWeather API (free tier available).
by trackmage
Shipment tracking api and logistics management capabilities through the \[TrackMage API\] ( [https://trackmage.com/](https://trackmage.com/))
by webcoderz
Geocoding MCP server for nominatim, ArcGIS, Bing
by gomarble-ai
MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
by gomarble-ai
MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
by MarketplaceAdPros
Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
by open-strategy-partners
A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
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.
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.
by SureScaleAI
OpenAI GPT image generation/editing MCP server.
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.
by burningion
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
by raveenb
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop
by samuelgursky
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
by xspadex
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.
by qiniu
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.
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.
by gwbischof
Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"
by ChristianHinge
DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.
by ckreiling
Integrate with Docker to manage containers, images, volumes, and networks.
by docker
Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
by InhiblabCore
MCP server for local compression of various image formats.
by mumez
Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images.
by quarkiverse
A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
by ddsky
Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).
by ananddtyagi
A MCP server for creating GIFs from your videos.
by bogdan01m
MCP server for ZapCap API providing video caption and B-roll generation via natural language
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.
by sunriseapps
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
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.
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.
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.
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.
by mikechao
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
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.
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.
by anwerj
AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.
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.
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.
by 2niuhe
A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.
by zxkane
Use Amazon Nova Canvas model for image generation.
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
by awkoy
Provides the ability to generate images via Replicate's API.
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.
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.
by Klavis-AI
Extract and convert YouTube video information.
by Seym0n
Interact with TikTok videos
by nanana-app
AI image generation using Google Gemini's nano banana model.
by InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
by integromat
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
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.
by amineelkouhen
A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com/).
by pab1it0
Query and analyze Prometheus, open-source monitoring system.
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.
by comet-ml
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
by alexpota
Universal deployment tracker for AI assistants with live status badges and deployment monitoring
by ooples
Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
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.
by grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance
by hyperb1iss
Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
by inventer-dev
Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping
by last9
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster
by metoro-io
Query and interact with kubernetes environments monitored by Metoro
by MindscapeHQ
Raygun API V3 integration for crash reporting and real user monitoring
by getsentry
Sentry.io integration for error tracking and performance monitoring
by mpeirone
Zabbix integration for hosts, items, triggers, templates, problems, data and more.
by pydantic
Provides access to OpenTelemetry traces and metrics through Logfire
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)
by tumf
An MCP server that allows querying Loki logs through the Grafana API.
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
by imprvhub
Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
by inspektor-gadget
Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
by yshngg
A Prometheus Model Context Protocol Server.
by sanyambassi
MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
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.
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.
by inkbytefo
Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.
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.
by ananddtyagi
A MCP server for creating GIFs from your videos.
by bogdan01m
MCP server for ZapCap API providing video caption and B-roll generation via natural language
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.
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.
by sunriseapps
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
by glenngillen
A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
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
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.
by arpitbatra123
An MCP server to interface with the Google Tasks API
by Cactusinhand
A MCP server that send desktop notifications with sound effect when agent tasks are completed.
by zcaceres
An MCP server to Manage Google Tasks
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.
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.
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.
by IlyaGulya
Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting
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.
by HumanSignal
Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
by optuna
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
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
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.
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.
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.
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.
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.
by giuseppe-coco
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
by MarkusPfundstein
Integration with gmail and Google Calendar.
by takumi0706
An MCP server to interface with the Google Calendar API. Based on TypeScript.
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.
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.
by tubasasakunn
AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
by vakharwalad23
Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities.
by awwaiid
An MCP server for basic local taskwarrior usage (add, update, remove tasks)
by Badhansen
A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.
by danhilse
Integrates with Notion's API to manage personal todo lists
by ekkyarmandi
[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.
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.
by MonadsAG
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file
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.
by ragieai
Retrieve context from your [Ragie](https://www.ragie.ai/) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
by vectara
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
by dkvdm
An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
by genomoncology
Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
by blazickjp
Search ArXiv research papers
by OctagonAI
Lightning-Fast, High-Accuracy Deep Research Agent
by reading-plus-ai
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
by hustcc
Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
by QuentinCody
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
by hmk
📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
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.
by drakonkat
A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
by 8enSmith
A MCP server for the Open Library API that enables AI assistants to search for book information.
by burningion
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
by mikechao
Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
by r-huijts
Rijksmuseum API integration for artwork search, details, and collections
by genomoncology
Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
by longevity-genie
MCP server for a queryable database for aging and longevity research from the OpenGenes project.
by the-momentum
MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.
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.
by 34892002
A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
by pskill9
An MCP server that enables free web searching using Google search results, with no API keys required.
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.
by stippi
Coding agent with basic list, read, replace\_in\_file, write, execute\_command and web search tools. Supports multiple projects concurrently.
by wende
Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing
by wonderwhy-er
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
by adhikasp
Interact with Twitter search and timeline
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.
by lharries
An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
by Aiven-Open
🐍 ☁️ 🎖️ \- Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
by aliyun
MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
by bram2w
Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
by cr7258
MCP Server implementation that provides Elasticsearch interaction
by ferrants
Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.
by KashiwaByte
VikingDB integration with collection and index introduction, vector store and search capabilities.
by memgraph
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
by redis
The Redis official MCP Server offers an interface to manage and search data in Redis.
by sirmews
Pinecone integration with vector search capabilities
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.
by alkemi-ai
MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.
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.
by artmann
MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
by docker
Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
by gofireflyio
Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai/).
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.
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
by IvanAmador
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.
by ukkit
A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
by bgauryy
AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
by st3v3nmw
MCP for semantic code search & navigation that reduces token waste
by biegehydra
Connect to VSCode ide and use semantic tools like `find_usages`
by yikakia
Query Go package information on pkg.go.dev
by optuna
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
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.
by hmk
Box integration for listing, reading and searching files
by mamertofabian
Fast Windows file search using Everything SDK
by aaronjmars
Deep Research for crypto - free & fully local
by araa47
Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )
by Zolo-Ryan
MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
by JamesANZ
An MCP server that enables AI models to query the Bitcoin blockchain.
by ddsky
Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).
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.
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
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.
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.
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.
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
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.
by iplocate
Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
by kukapay
An MCP server for nearby place searches with IP-based location detection.
by grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance
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.
by 0xDAEF0F
An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
by Aas-ee
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
by ac3xx
Kagi search API integration
by adawalli
AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
by ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI developement.
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.
by andybrandt
🐍 ☁️ MCP for LLM to search and read papers from arXiv
by andybrandt
🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
by angheljf
Search articles using the NYTimes API
by apify
An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
by Bigsy
Clojars MCP Server for upto date dependency information of Clojure libraries
by blazickjp
Search ArXiv research papers
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/).
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.
by ConechoAI
This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
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.
by deadletterq
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
by DealExpress
MCP Server for DealX platform
by devflowinc
Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai/)
by Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)
by emicklei
Plays [Melrōse](https://xn--melrse-egb.org/) music expressions as MIDI
by erithwik
An MCP server to search Hacker News, get top stories, and more.
by fatwang2
Search via search1api (requires paid API key)
by hbg
🐍 ☁️ MCP to search through PapersWithCode API
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.
by isnow890
MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.
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.
by jae-jae
A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
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.
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.
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.
by leehanchung
Web search capabilities using Microsoft Bing Search API
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.
by Linked-API
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
by luminati-io
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
by mikechao
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
by brave
Web search capabilities using Brave's Search API
by modelcontextprotocol
Efficient web content fetching and processing for AI consumption
by nickclyde
Web search using DuckDuckGo
by nkapila6
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
by nyxn-ai
Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
by OctagonAI
Lightning-Fast, High-Accuracy Deep Research Agent
by pragmar
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
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.
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)
by reading-plus-ai
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
by ricocf
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
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.
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.
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.
by SecretiveShell
An MCP Server to connect to searXNG instances
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.
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.
by takashiishida
Get the LaTeX source of arXiv papers to handle mathematical content and equations
by the0807
An MCP Server that retrieves and processes news data from the GeekNews site.
by tianqitang1
A MCP server that provides gene set enrichment analysis using the Enrichr API
by tinyfish-io
MCP server that provides [AgentQL](https://agentql.com/)'s data extraction capabilities.
by vectorize-io
[Vectorize](https://vectorize.io/) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
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.
by kimdonghwi94
Extracts clean web content for RAG and provides Q&A about web pages.
by webscraping-ai
Interact with [WebScraping.ai](https://webscraping.ai/) for web data extraction and scraping.
by yamanoku
MCP server that searches Baseline status using Web Platform API
by zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
by zoomeye-ai
Querying network asset information by ZoomEye MCP Server
by Pearch-ai
Best people search engine that reduces the time spent on talent discovery
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.
by imprvhub
An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
by imprvhub
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
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.
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.
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.
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.
by karanb192
Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
by macrocosm-os
🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
by aikts
MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.
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.
by campertunity
Search campgrounds around the world on campertunity, check availability, and provide booking links
by openbnb-org
Provides tools to search Airbnb and get listing details.
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.
by srinath1510
A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information
by modelcontextprotocol
Direct Git repository operations including reading, searching, and analyzing local repositories
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.
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
by billster45
MCP server for Claude to talk to ChatGPT and use its web search capability.
by blurrah
Allows the AI to query GraphQL servers
by boldsign
Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).
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).
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.
by magarcia
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
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.
by pierrebrunelle
Query OpenAI models directly from Claude using MCP protocol
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.
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.
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.
by MladenSU
Command line interface with secure execution and customizable security policies
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.
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!)
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.
by designcomputer
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
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.
by Xexr
Production-ready MCP server for libSQL databases with comprehensive security and management tools.
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.
by akramIOT
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
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.
by hyperb1iss
Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
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.
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.
by AIM-Intelligence
Security-focused MCP server that provides safety guidelines and content analysis for AI agents.
by BurtTheCoder
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
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.
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.
by BurtTheCoder
MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
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.
by dkvdm
An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
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.
by fr0gger
MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
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.
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.
by intruder-io
MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure.
by jtang613
A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.
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.
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.
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.
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.
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.
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.
by pullkitsan
A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.
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.
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.
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.
by sanyambassi
MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
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.
by sanyambassi
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
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.
by slouchd
MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
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.
by vespo92
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language
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.
by zinja-coder
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
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.
by HaroldFinchIFT
A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.
by vakharwalad23
Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities.
by evalstate
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
by guillochon
MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.
by mikechao
MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB
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.
by r-huijts
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
by RobSpectre
MCP server that controls [MultiViewer](https://multiviewer.app/), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.
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.
by aikts
MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.
by effytech
MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
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.
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.
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.
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.
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
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.
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.
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.
by translated
MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
by campertunity
Search campgrounds around the world on campertunity, check availability, and provide booking links
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.
by KyrieTangSheng
National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks
by lucygoodchild
An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API
by openbnb-org
Provides tools to search Airbnb and get listing details.
by pab1it0
A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
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.
by r-huijts
Access Dutch Railways (NS) travel information, schedules, and real-time updates
by skedgo
Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.
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.
by srinath1510
A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information
by metatool-ai
MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
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.
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.
by abhiemj
A local MCP server that generates animations using Manim.
by ahujasid
MCP server for working with Blender
by cantian-ai
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis
by omni-mcp
A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
by PatrickPalmer
MCP server for Autodesk Maya
by peek-travel
Remote MCP Server for discovering and planning experiences, at home and on vacation
by longevity-genie
MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.
by eat-pray-ai
A fully functional MCP server and CLI for YouTube to automate YouTube operation
by FradSer
An MCP server for interacting with Apple Reminders on macOS
by recursechat
An MCP Server Integration with Apple Shortcuts
by alexbakers
upload and manipulation of IPFS storage
by awslabs
AWS MCP servers for seamless integration with AWS services and resources.
by cloudflare
Integration with Cloudflare services including Workers, KV, R2, and D1
Open source podcast hosting platform
by jdubois
A wrapper around the Azure CLI command line that allows you to talk directly to Azure
by kestra-io
Implementation of MCP server for [Kestra](https://kestra.io/) workflow orchestration platform.
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.
by openstack-kr
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
by pythonanywhere
MCP server implementation for PythonAnywhere cloud platform.
by VmLia
This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.
by ezyang
Coding agent with basic read, write and command line tools.
by g0t4
Run any command with `run_command` and `run_script` tools.
by maxim-saplin
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
by misiektoja
List and terminate OS processes via natural language queries
by OthmaneBlial
A DeepSeek MCP-like Server for Terminal
by AbdelStark
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.
by InditexTech
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
by jaipandya
MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
by keturiosakys
Bluesky instance integration for querying and interaction
by korotovsky
The most powerful MCP server for Slack Workspaces.
by line
MCP Server for Integrating LINE Official Account
by teddyzxcv
The MCP server that keeps you informed by sending the notification on phone using ntfy
by UserAd
An MCP server for [DIDLogic](https://didlogic.com/). Adds functionality to manage SIP endpoints, numbers and destinations.
by YCloud-Developers
MCP server for WhatsApp Business Platform by YCloud.
by tinybirdco
An MCP server to interact with a Tinybird Workspace from any MCP client.
by chroma-core
Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities
by GreptimeTeam
MCP Server for querying GreptimeDB.
by influxdata
Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
by isaacwasserman
Snowflake integration implementing read and (optional) write operations as well as insight tracking
by iunera
Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.
by YannBrrd
Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations
by joshuarileydev
Supabase MCP Server for managing and creating projects and organisations in Supabase
by aywengo
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.
by paracetamol951
Allows you to automate or monitor business operations, sales recorder, POS software, CRM.
by configcat
MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.
by davidan90
Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.
by davidlin2k
MCP server for the POX SDN controller to provides network control and management capabilities.
by higress-group
MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.
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
by JoshuaRileyDev
An MCP server to control iOS Simulators
by linw1995
A MCP server to interact with Neovim
by lpigeon
The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
by mrexodia
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
by opslevel
Official MCP Server for [OpsLevel](https://www.opslevel.com/)
by picahq
One MCP for all your integrations — powered by [Pica](https://www.picaos.com/), the infrastructure for intelligent, collaborative agents.
by Pratyay
Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
by QAInsights
JMeter MCP Server for performance testing
by QAInsights
Grafana k6 MCP Server for performance testing
by QAInsights
Locust MCP Server for performance testing
by Rootly-AI-Labs
MCP server for the incident management platform [Rootly](https://rootly.com/).
by spacecode-ai
Bring structure and preserve context in vibe coding by automatically tracking issues.
by storybookjs
Help agents automatically write and test stories for your UI components.
by tgeselle
An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
by Tommertom
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!
by vasayxtx
MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
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.
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.
by Xuanwo
Access any storage with Apache OpenDAL™
by getAlby
Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.
by ferdousbhai
Reddit integration to analyze content on WallStreetBets community
by getalby
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
by kukapay
Providing real-time access to the latest news from Cointelegraph.
by kukapay
An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.
by kukapay
Streams real-time cryptocurrency liquidation events from Binance.
by kukapay
Analyzing order book depth and imbalance across major crypto exchanges.
by kukapay
An MCP server for tracking and managing cryptocurrency portfolio allocations.
by kukapay
An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.
by kukapay
Tracking the latest trending tokens on CoinGecko.
by kukapay
Serving as a structured knowledge base of crypto whitepapers.
by kukapay
An MCP server that aggregates live governance proposals from major DAOs.
by kukapay
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
by kukapay
An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.
by kukapay
An MCP server that tracks newly created pools on Pancake Swap.
by kukapay
An MCP server that detects potential risks in Solana meme tokens.
by kukapay
An MCP server that tracks the historical changes of Twitter usernames.
by kukapay
A mcp server for tracking cryptocurrency whale transactions.
by minhyeoky
A ledger-cli integration for managing financial transactions and generating reports.
by openMF
A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
by tooyipjee
TS version of yahoo finance mcp.
by Trade-Agent
Trade stocks and crypto on common brokerages (Robinhood, E\*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
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.
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.
by pinecone-io
Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
by unibaseio
Save and query your agent memory in distributed way by Membase
by cqtrinv
Explore French communes and cadastral parcels based on name and surface
by SecretiveShell
Access the time in any timezone and get the current local time
by webcoderz
Geocoding MCP server for nominatim, ArcGIS, Bing
by inventer-dev
Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping
by metoro-io
Query and interact with kubernetes environments monitored by Metoro
by pydantic
Provides access to OpenTelemetry traces and metrics through Logfire
by vectara
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
by Bigsy
Clojars MCP Server for upto date dependency information of Clojure libraries
by DealExpress
MCP Server for DealX platform
by SecretiveShell
An MCP Server to connect to searXNG instances
by takashiishida
Get the LaTeX source of arXiv papers to handle mathematical content and equations
by zoomeye-ai
Querying network asset information by ZoomEye MCP Server
by BurtTheCoder
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
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.
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.
by pullkitsan
A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.
by vespo92
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language
by gwbischof
An MCP server for interacting with Bluesky via the atproto client.
by sinanefeozler
MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.
by RobSpectre
MCP server that controls [MultiViewer](https://multiviewer.app/), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.
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.
Interactive with Gitea instances with MCP.
by github
Official GitHub server for integration with repository management, PRs, issues, and more.
by kaiyuanxiaobing
Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.
by kopfrechner
Interact seamlessly with issues and merge requests of your GitLab projects.
by modelcontextprotocol
GitLab platform integration for project management and CI/CD operations
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.
by anaisbetts
An MCP server that installs other MCP servers for you.
by anaisbetts
Fetch YouTube subtitles
by andybrandt
An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
by Azure
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.
by chrishayuk
Yet another CLI tool for testing MCP servers
by danielkennedy1
PDF download, view & manipulation utilities.
by feuerdev
Read, create, update and delete Google Keep notes.
by gotoolkits
🏎️ ☁️ Tools to the query and execute of Dify workflows
by Harry-027
An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.
by j3k0
Let the agent speak things out loud, notify you when he's done working with a quick summary
by jen6
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.
by JoshuaRileyDev
An MCP server to list and launch applications on MacOS
by kw510
An MCP server for Strava, an app for tracking physical exercise
by louiscklaw
MCP server with basic demonstration of getting weather from Hong Kong Observatory
by marcelmarais
📇 🏠 Control Spotify playback and manage playlists.
by modelcontextprotocol
MCP server that exercises all the features of the MCP protocol
by NakaokaRei
MCP server that can execute commands such as keyboard input and mouse movement
by NON906
🐍 Automatic operation of on-screen GUI.
by offorte
The Offorte Proposal Software MCP server enables creation and sending of business proposals.
by orellazri
MCP server for [Coda](https://coda.io/)
by osinmv
MCP server for function signature lookups.
by PV-Bhat
An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment.
by pwh-pwh
An MCP server for Mathematical expression calculation
by quarkiverse
Draw on JavaFX canvas.
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).
by rusiaaman
Autonomous shell execution, computer control and coding agent. (Mac)
by tacticlaunch
Integrates with Linear project management system
by TheoBrigitte
MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.
by tomekkorbak
An MCP server for Oura, an app for tracking sleep
by ujisati
Manage your Anki collection with AnkiConnect & MCP
by wong2
CLI tool for testing MCP servers
by ZeparHyfar
MCP server providing date and time functions in various formats
by adhikasp
Read and analyze GitHub repositories with your LLM
by ddukbg
MCP server for GitHub Enterprise API integration
Interactive with Gitea instances with MCP.
by github
Official GitHub server for integration with repository management, PRs, issues, and more.
by kaiyuanxiaobing
Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.
by kopfrechner
Interact seamlessly with issues and merge requests of your GitLab projects.
by modelcontextprotocol
Direct Git repository operations including reading, searching, and analyzing local repositories
by modelcontextprotocol
GitLab platform integration for project management and CI/CD operations
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.
by Tiberriver256
Azure DevOps integration for repository management, work items, and pipelines.
by theonedev
A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, and pull request review
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/).
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.
by allenporter
Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
by sxhxliang
Turn a web service into an MCP server in one click without making any code changes.
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.
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/)
by bytedance
Browser automation capabilities using Puppeteer, both support local and remote browser connection.
by Automata-Labs-team
An MCP server for browser automation using Playwright
by blackwhite084
An MCP python server using Playwright for browser automation,more suitable for llm
by browserbase
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
by browsermcp
Automate your local Chrome browser
by co-browser
browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
by executeautomation
An MCP server using Playwright for browser automation and webscrapping
by eyalzh
An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
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.
by getrupt
Extract structured data from any website. Just prompt and get JSON.
by kimtth
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
by microsoft
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
by modelcontextprotocol
Browser automation for web scraping and interaction
by ndthanhdev
An MCP Server that enables AI assistants to interact with your local browsers.
by Operative-Sh
An MCP Server that autonomously debugs web applications with browser-use browser agents
by pskill9
An MCP server that enables free web searching using Google search results, with no API keys required.
by PhungXuanAnh
A Model Context Protocol server providing web automation capabilities through Selenium WebDriver
by imprvhub
A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.
by stippi
Coding agent with basic list, read, replace\_in\_file, write, execute\_command and web search tools. Supports multiple projects concurrently.
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.
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".
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.
by zcaceres
An MCP server to convert almost any file or web content into Markdown
by mickael-kerjean
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.
by kukapay
An MCP server that provides AI agents with real-time access to curated Web3 jobs.
by hive-intel
Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
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.
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.
by Aas-ee
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
by adawalli
AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
by ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI developement.
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.
by apify
An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
by ConechoAI
This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
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.
by Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)
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.
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.
by leehanchung
Web search capabilities using Microsoft Bing Search API
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.
by luminati-io
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
by mikechao
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
by brave
Web search capabilities using Brave's Search API
by modelcontextprotocol
Efficient web content fetching and processing for AI consumption
by nickclyde
Web search using DuckDuckGo
by nkapila6
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
by pragmar
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
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.
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.
by kimdonghwi94
Extracts clean web content for RAG and provides Q&A about web pages.
by webscraping-ai
Interact with [WebScraping.ai](https://webscraping.ai/) for web data extraction and scraping.
by yamanoku
MCP server that searches Baseline status using Web Platform API
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.
by 2niuhe
A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.
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
by billster45
MCP server for Claude to talk to ChatGPT and use its web search capability.
by emicklei
MCP server proxy that offers a Web UI to the full message flow
by nick1udwig
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))
by zueai
Simple Web UI to install and manage MCP servers for Claude Desktop App.
by aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
by TencentEdgeOne
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
by kukapay
An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
by AIM-Intelligence
Security-focused MCP server that provides safety guidelines and content analysis for AI agents.
by ivo-toby
Update, create, delete content, content-models and assets in your Contentful Space
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
Social Media
7anwerj/youtube-uploader-mcp
by anwerj
AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.
gwbischof/bluesky-social-mcp
by gwbischof
An MCP server for interacting with Bluesky via the atproto client.
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.
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.
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.
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.
sinanefeozler/reddit-summarizer-mcp
by sinanefeozler
MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.