MCP-Guide

A list of Model Context Protocol (MCP) servers generated autonomously by roo cline. Legend 🎖️ – official implementation 🐍 – Python codebase 📇 – TypeScript codebase 🏎️ – Go codebase ☁️ - Cloud Service 🏠 - Local Service 🍎 – For macOS 🪟 – For Windows 📂 - Browser Automation ☁️ - Cloud Platforms 🖥️ - Command Line 💬 - Communication 👤 - Customer Data Platforms 🗄️ - Databases 🛠️ - Developer Tools 📂 - File Systems 💰 - Finance & Fintech 🧠 - Knowledge & Memory 🗺️ - Location Services 📊 - Monitoring 🔎 - Search 🔄 - Travel & Transportation 🔄 - Version Control 🛠️ - Other Tools and Integrations 🔒 - Security & Compliance 🔐 - Security & Analysis Tools 📂 Browser Automation Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats. @automatalabs/mcp-server-playwright 📇 ☁️ - An MCP server for browser automation using Playwright @browserbase/mcp-server-browserbase 📇 ☁️ - Browser automation and web interaction @browserbasehq/mcp-stagehand 📇 ☁️ - Cloud browser automation capabilities using Stagehand @executeautomation/playwright-mcp-server 📇 ☁️ - An MCP server using Playwright for browser automation and webscraping @it-beard/exa-server 📇 ☁️ - Intelligent code search using Exa API @kimtaeyoon83/mcp-server-youtube-transcript 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis @kimtth/mcp-aoai-web-browsing 🐍 ☁️ - Azure OpenAI and web browsing integration @modelcontextprotocol/server-puppeteer 📇 🏠 - Browser automation for web scraping and interaction @recursechat/mcp-server-apple-shortcuts 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts ☁️ Cloud Platforms Cloud platform service integration. Enables management and interaction with cloud infrastructure and services. @aws/kb-retrieval-mcp 📇 ☁️ - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime @cloudflare/mcp-server-cloudflare 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1 @flux159/mcp-server-kubernetes 📇 ☁️/🏠 - Typescript implementation of Kubernetes cluster operations for pods, deployments, services @rishikavikondala/mcp-server-aws 📇 ☁️ - Perform operations on your AWS resources using an LLM @SmallCloudCo/smallcloud-mcp-server 📇 ☁️ - Cloud service integration demonstration @strowk/mcp-k8s-go 🏎️ ☁️/🏠 - Kubernetes cluster operations through MCP 🖥️ Command Line Run commands, capture output and otherwise interact with shells and command line tools. @g0t4/mcp-server-commands 📇 🏠 - Run any command with run_command and run_script tools @mladensu/cli-mcp-server 🐍 🏠 - Command line interface with secure execution and customizable security policies @PhialsBasement/CMD-MCP-Server 📇 🏠 - Secure command execution with analytics @simonb97/win-cli-mcp-server 📇 🏠 🪟 - MCP server for secure command-line interactions on Windows systems @tumf/mcp-shell-server 📇 🏠 - A secure shell command execution server implementing the Model Context Protocol 💬 Communication Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools. @enescinr/twitter-mcp 📇 ☁️ - Interact with Twitter API, post and search tweets @hannesrudolph/imessage-query-fastmcp 🐍 🏠 🍎 - iMessage database access and search @keturiosakys/bluesky-context-server 📇 ☁️ - Another Bluesky integration with feed and post search capabilities @markelaugust74/mcp-google-calendar 📇 ☁️ - Google Calendar event management @markuspfundstein/mcp-gsuite 🐍 ☁️ - Integration with Gmail and Google Calendar @modelcontextprotocol/server-bluesky 📇 ☁️ - Bluesky instance integration for querying and interaction @modelcontextprotocol/server-slack 📇 ☁️ - Slack workspace integration for channel management and messaging @vidhupv/x-mcp 📇 ☁️ - Create, manage and publish X/Twitter posts 👤 Customer Data Platforms Provides access to customer profiles inside of customer data platforms @ivo-toby/contentful-mcp 📇 ☁️ - Read, update, delete, publish content in Contentful spaces @opendatamcp/opendatamcp 🐍 ☁️ - Connect any Open Data to any LLM with Model Context Protocol @sergehuber/inoyu-mcp-unomi-server 📇 ☁️ - An MCP server to access and update profiles on an Apache Unomi CDP server @tinybirdco/mcp-tinybird 🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client 🗄️ Databases Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access. @aekanun2020/mcp-server 📇 🏠 - MSSQL database integration with configurable access controls @benborla/mcp-server-mysql 📇 🏠 - MySQL database integration in NodeJS with configurable access controls @cyanheads/atlas-mcp-server 📇 ☁️ - Atlas database integration @designcomputer/mysql_mcp_server 🐍 🏠 - MySQL database integration with configurable access controls @ergut/mcp-bigquery-server 📇 ☁️ - Server implementation for Google BigQuery integration @isaacwasserman/mcp-snowflake-server 📇 ☁️ - Interact with Snowflake databases @joshuarileydev/supabase-mcp-server 📇 ☁️ - Supabase MCP Server for managing projects and organisations @kashiwabyte/vikingdb-mcp-server 🐍 ☁️ - VikingDB integration with vector store capabilities @kiliczsh/mcp-mongo-server 📇 🏠 - MongoDB integration server @ktanaka101/mcp-server-duckdb 🐍 🏠 - DuckDB database integration with schema inspection @lucashild/mcp-server-bigquery 🐍 ☁️ - BigQuery database integration with schema inspection and query capabilities @modelcontextprotocol/server-postgres 📇 🏠 - PostgreSQL database integration with schema inspection and query capabilities @modelcontextprotocol/server-sqlite 🐍 🏠 - SQLite database operations with built-in analysis features @neo4j-contrib/mcp-neo4j 🐍 🏠 - Neo4j graph database integration @quantgeekdev/mongo-mcp 📇 🏠 - MongoDB integration for LLM interaction @qdrant/mcp-server-qdrant 📇 ☁️ - Qdrant vector database integration @surrealdb/surrealist-mcp 📇 ☁️ - SurrealDB database integration @tinybirdco/mcp-tinybird 🐍 ☁️ - Tinybird integration with query and API capabilities 💻 Developer Tools Tools and integrations that enhance the development workflow and environment management. @Alec2435/python_mcp 🐍 🏠 - Run Python code locally @dabouelhassan/mcp-server-example-v2 🐍 🏠 - FastAPI-based MCP server example @e2b-dev/mcp-server 📇 ☁️ - Code execution with E2B @emiryasar/mcp_code_analyzer 🐍 🏠 - Comprehensive code analysis tools @ggoodman/mcp 🏎️ 🏠 - CLI tool and UI for managing MCP servers @jetbrains/mcpproxy 🎖️ 📇 🏠 - Connect to JetBrains IDE @joshuarileydev/ios-simulator-controller 📇 🏠 🍎 - Control iOS simulators programmatically @joshrutkowski/applescript-mcp 📇 🏠 🍎 - macOS AppleScript integration @justjoehere/mcp_gradio_client 📇 🏠 - Gradio integration for MCP clients @mcp-get/server-curl 📇 🏠 - Make HTTP requests using a curl-like interface @mcp-get/server-llm-txt 📇 🏠 - Search and retrieve content from LLM.txt files @mcp-get/server-macos 📇 🏠 🍎 - macOS-specific system information and operations @mkearl/dependency-mcp 📇 🏠 - Analyze codebases to generate dependency graphs @nguyenvanduocit/all-in-one-devtools 📇 🏠 - Collection of development tools @oatpp/oatpp-mcp 🏎️ 🏠 - C++ MCP integration for Oat++ @quantgeekdev/docker-mcp 🏎️ 🏠 - Docker container management and operations @rmrf2020/decision-mind 📇 🏠 - Decision making demo with client-server communication @seanivore/mcp-code-analyzer 🐍 🏠 - Python code analysis specialist @shanejonas/openrpc-mpc-server 📇 ☁️ - Interact with and discover JSON-RPC APIs via OpenRPC @snaggle-ai/openapi-mcp-server 🏎️ 🏠 - Connect any HTTP/REST API server using OpenAPI spec (v3) @szeider/mcp-solver 🐍 🏠 - MiniZinc constraint solving capabilities @tumf/mcp-text-editor 📇 🏠 - Text editor integration @vijayk-213/model-context-protocol 📇 🏠 - LLaMA model integration for summarization @zeparhyfar/mcp-datetime 📇 🏠 - Advanced datetime handling and formatting 🧮 Data Science Tools Integrations and tools designed to simplify data exploration, analysis and enhance data science workflows. @reading-plus-ai/mcp-server-data-exploration 🐍 ☁️ - Autonomous data exploration on .csv-based datasets @vivekvells/mcp-pandoc 🐍 🏠 - Document format conversion using Pandoc 📂 File Systems Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories. @apeyroux/mcp-xmind 📇 🏠 - Read and search through XMind files @isaacphi/mcp-gdrive 📇 ☁️ - Google Drive and Sheets integration @kazuph/mcp-pocket 📇 ☁️ - Pocket saved articles integration @mark3labs/mcp-filesystem-server 🏎️ 🏠 - Golang implementation for local file system access @modelcontextprotocol/server-filesystem 📇 🏠 - Direct local file system access @modelcontextprotocol/server-google-drive 📇 ☁️ - Google Drive integration for files @RafalWilinski/mcp-apple-notes 🐍 🏠 🍎 - Apple Notes RAG integration 💰 Finance & Fintech Financial data access and cryptocurrency market information. Enables querying real-time market data, crypto prices, and financial analytics. @9nate-drake/mcp-yfinance 📇 ☁️ - Yahoo Finance data integration @Alec2435/amazon-fresh-server 📇 ☁️ - Amazon Fresh integration and ordering @anjor/coinmarket-mcp-server 🐍 🏠 - Coinmarket API integration for crypto data @calvernaz/alphavantage 📇 ☁️ - Stock market data API integration with AlphaVantage @quantgeekdev/coincap-mcp 📇 ☁️ - Real-time cryptocurrency market data via CoinCap API @sammcj/bybit-mcp 🐍 ☁️ - Bybit cryptocurrency exchange API access 🧠 Knowledge & Memory Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions. @chemiguel23/memorymesh 📇 🏠 - Enhanced graph-based memory for AI role-play @modelcontextprotocol/server-memory 📇 🏠 - Knowledge graph-based persistent memory system @run-llama/mcp-server-llamacloud 📇 ☁️ - Integrate with data stored in LlamaCloud @shaneholloman/mcp-knowledge-graph 📇 🏠 - Local knowledge graph for persistent memory @Synaptic-Labs-AI/claudesidian 📇 🏠 - Second brain integration system @topoteretes/cognee-mcp-server 🐍 ☁️ - GraphRAG memory server with customizable ingestion 🗺️ Location Services Geographic and location-based services integration. Enables access to mapping data, directions, and place information. @modelcontextprotocol/server-google-maps 📇 ☁️ - Google Maps integration for location services @mstfe/google-task-mcp 📇 ☁️ - Google Tasks integration and management 📊 Monitoring Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics. @macrat/mcp-ayd-server 🐍 🏠 - Ayd status monitoring service @metoro-io/metoro-mcp-server 🎖️ 🏎️ ☁️ - Query Kubernetes environments monitored by Metoro @modelcontextprotocol/server-raygun 📇 ☁️ - Raygun API V3 integration for monitoring @modelcontextprotocol/server-sentry 🐍 ☁️ - Sentry.io integration for error tracking @ruchernchong/mcp-server-google-analytics 📇 ☁️ - Google Analytics data analysis @Sladey01/mcp-snyk 📇 ☁️ - Snyk security scanning integration @sunsetcoder/flightradar24-mcp-server 📇 ☁️ - Track flights using Flightradar24 data @tevonsb/homeassistant-mcp 📇 🏠 - Control and monitor Home Assistant devices 🔎 Search @ac3xx/mcp-servers-kagi 📇 ☁️ - Kagi search API integration @ahonn/mcp-server-gsc 📇 ☁️ - Access to Google Search Console data @andybrandt/mcp-simple-arxiv 🐍 ☁️ - Search and read papers from arXiv @andybrandt/mcp-simple-pubmed 🐍 ☁️ - Search medical papers from PubMed @angheljf/nyt 📇 ☁️ - Search articles using the NYTimes API @apify/mcp-server-rag-web-browser 📇 ☁️ - Web search and content scraping @blazickjp/arxiv-mcp-server 🐍 ☁️ - Search ArXiv research papers @dmayboroda/minima 🐍 🏠 - Local RAG implementation @exa-labs/exa-mcp-server 🎖️ 📇 ☁️ - Exa AI Search API integration @fatwang2/search1api-mcp 📇 ☁️ - Search via search1api (requires paid API key) @it-beard/tavily-server 📇 ☁️ - AI-powered search using Tavily API @laksh-star/mcp-server-tmdb 📇 ☁️ - Movie and TV show data from TMDB @modelcontextprotocol/server-brave-search 📇 ☁️ - Web search using Brave's Search API @modelcontextprotocol/server-fetch 🐍 🏠 ☁️ - Web content fetching and processing @mzxrai/mcp-webresearch 📇 ☁️ - Search Google and do deep web research @secretiveshell/searxng-search 🐍 ☁️ - SearXNG metasearch engine integration @tomatio13/mcp-server-tavily 🐍 ☁️ - Tavily AI search API @vrknetha/mcp-server-firecrawl 📇 ☁️ - Advanced web scraping with JS rendering @wong2/mcp-jina-reader 📇 ☁️ - Fetch remote URLs as Markdown with Jina Reader 🔐 Security & Analysis Tools Security scanning, analysis, and monitoring tools for various security aspects. @axiomhq/mcp-server-axiom 📇 ☁️ - Axiom observability platform integration @burtthecoder/maigret 🐍 ☁️ - OSINT username search tool integration @burtthecoder/shodan 📇 ☁️ - Shodan security search engine integration @burtthecoder/virustotal 📇 ☁️ - VirusTotal malware analysis integration 🔒 Security & Compliance Security policy implementation and compliance monitoring for cloud services. @dynamicendpoints/bod-25-01-cisa-mcp 📇 ☁️ - CISA BOD 25-01 security requirements for Microsoft 365: - cisa-baseline - Base security configurations - cisa-exchange - Exchange Online security policies - cisa-m365 - Microsoft 365 security controls - cisa-powerplatform - Power Platform security settings - cisa-sharepoint - SharePoint & OneDrive security - cisa-teams - Teams security configurations 🚆 Travel & Transportation Access to travel and transportation information. Enables querying schedules, routes, and real-time travel data. @r-huijts/ns-mcp-server 📇 ☁️ - Access Dutch Railways (NS) travel information 🔄 Version Control Interact with Git repositories and version control platforms. Enables repository management, code analysis, pull request handling, issue tracking, and other version control operations through standardized APIs. @block/goose-mcp 🏎️ ☁️ - GitHub operations and automation @modelcontextprotocol/server-git 🐍 🏠 - Direct Git repository operations @modelcontextprotocol/server-github 📇 ☁️ - GitHub API integration @modelcontextprotocol/server-gitlab 📇 ☁️ 🏠 - GitLab platform integration 🛠️ Other Tools and Integrations @aliargun/mcp-server-gemini 🐍 ☁️ - Google Gemini AI models integration @amidabuddha/unichat-mcp-server 🐍/📇 ☁️ - Multi-provider LLM integration @anaisbetts/mcp-installer 🐍 🏠 - MCP server installer @anaisbetts/mcp-youtube 📇 ☁️ - Fetch YouTube subtitles @andybrandt/mcp-simple-openai-assistant 🐍 ☁️ - OpenAI assistants integration @andybrandt/mcp-simple-timeserver 🐍 🏠 ☁️ - Time checking service @baba786/phabricator-mcp-server 🐍 ☁️ - Phabricator API integration @bartolli/mcp-llm-bridge 📇 ☁️ - Bridge between MCP servers and OpenAI-compatible LLMs @calclavia/mcp-obsidian 📇 🏠 - Read and search Markdown notes @ccabanillas/notion-mcp 🐍 ☁️ - Enhanced Notion API integration @chatmcp/mcp-server-chatsum 📇 ☁️ - Chat message analysis @danhilse/notion_mcp 🐍 ☁️ - Notion API todo list management @dgormly/mcp-financial-advisor 🐍 ☁️ - Financial advisory and bookkeeping tools @DMontgomery40/mcp-canvas-lms 📇 ☁️ - Canvas LMS course management @domdomegg/airtable-mcp-server 📇 ☁️ - Airtable integration @evalstate/mcp-miro 📇 ☁️ - MIRO whiteboard integration @felores/airtable-mcp 📇 ☁️ - Alternative Airtable integration @future-audiences/wikimedia-enterprise-mcp 🐍 ☁️ - Wikipedia lookup @isaacwasserman/mcp-vegalite-server 🐍 🏠 - Data visualization @jerhadf/linear-mcp-server 📇 ☁️ - Linear project management @jimpick/fireproof-todo-mcp 📇 🏠 - Fireproof database todo list @joshuarileydev/app-store-connect 📇 ☁️ - Apple App Store Connect integration @lightconetech/mcp-gateway 📇 ☁️ - SSE Server gateway for MCP @llmindset/mcp-hfspace 📇 ☁️ - HuggingFace Spaces integration @markuspfundstein/mcp-obsidian 🐍 ☁️ 🏠 - Obsidian REST API integration @MCP-Club/mcpm 📇 🏠 - Command-line MCP server manager @mikeskarl/mcp-prompt-templates 🐍 🏠 - Standardized analysis prompt templates @modelcontextprotocol/server-everything 📇 🏠 - MCP protocol feature examples @mrjoshuak/godoc-mcp 🏎️ 🏠 - Token-efficient Go documentation server @mzxrai/mcp-openai 📇 ☁️ - Chat with OpenAI's models @navisbio/clinicaltrials-mcp 📇 ☁️ - ClinicalTrials.gov analysis @patruff/claude-mcp-setup 📇 🏠 - Easy Windows setup for MCP servers @patruff/ollama-mcp-bridge 📇 🏠 - Ollama LLM integration bridge @pierrebrunelle/mcp-server-openai 🐍 ☁️ - Query OpenAI models from Claude @pyroprompts/any-chat-completions-mcp 📇 ☁️ - OpenAI-compatible API integration @reeeeemo/ancestry-mcp 🐍 🏠 - Read .ged files and genetic data @rusiaaman/wcgw 🐍 🏠 - Autonomous shell execution (Mac) @sammcj/package-version 📇 🏠 - Package version management tools @sirmews/apple-notes-mcp 🐍 🏠 - Read Apple Notes database (macOS) @sirmews/mcp-pinecone 📇 ☁️ - Pinecone vector database @skydeckai/mcp-server-rememberizer 📇 ☁️ - Knowledge retrieval @smithery-ai/mcp-obsidian 📇 🏠 - Enhanced Obsidian vault integration @sooperset/mcp-atlassian 🐍 ☁️ - Confluence workspace integration @suekou/mcp-notion-server 📇 🏠 - Notion API integration @tanigami/mcp-server-perplexity 🐍 ☁️ - Perplexity API integration @v-3/notion-server 📇 ☁️ - Notion page management @varunneal/spotify-mcp 📇 ☁️ - Spotify playback control @wong2/litemcp ⚡️ - TypeScript framework for building MCP servers @wong2/mcp-cli 📇 🏠 - MCP server testing tool @zueai/mcp-manager 📇 ☁️ - MCP server management UI Frameworks @firebase/genkit-mcp 📇 - Genkit integration @jlowin/fastmcp 🐍 - Python framework @linux-china/mcp-rs-template 🦀 - Rust template @mark3labs/mcp-go 🏎️ - Golang SDK @metoro-io/mcp-golang 🏎️ - Type-safe Golang framework @modelcontextprotocol/server-langchain 🐍 - LangChain integration @quarkiverse/quarkus-mcp-server 🏎️ - Quarkus framework MCP integration @quantgeekdev/mcp-framework ⚡️ - TypeScript framework @strowk/foxy-contexts 🏎️ - Declarative Golang library @wong2/litemcp ⚡️ - JavaScript/TypeScript framework Clients @3choff/mcp-chatbot 📇 - CLI chatbot @adhikasp/mcp-client-cli 🐍 - Multi-model CLI client @boilingdata/mcp-server-and-gw 📇 - HTTP SSE gateway @continuedev/continue 📇 - VSCode extension @firebase/genkit 📇 - Agent framework @lightconetech/mcp-gateway 📇 - SSE Server gateway @mark3labs/mcphost 🏎️ - CLI host application @secretiveshell/mcp-bridge 🐍 - OpenAI middleware proxy @upsonic/gpt-computer-assistant 🐍 - Dockerized client @zed-industries/zed 🏎️ - Multiplayer code editor