Test

by punkpeye
Verified
MIT License
8,937
  • Linux
  • Apple

hybrid server

The server is able to function both locally and remotely, depending on the configuration or use case.

Integrations

  • Enables integration with Airtable database with schema inspection, read and write capabilities

  • Provides ability to list Kafka topics, poll Kafka messages, and save Kafka data

  • MCP server to communicate with the App Store Connect API for iOS Developers

Awesome MCP Servers

A curated list of awesome Model Context Protocol (MCP) servers.

What is MCP?

MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

Clients

Checkout awesome-mcp-clients and glama.ai/mcp/clients.

[!TIP] Glama Chat is a multi-modal AI client with MCP support & AI gateway.

Tutorials

Community

Legend

  • ๐ŸŽ–๏ธ โ€“ย official implementation
  • programming language
    • ๐Ÿ โ€“ย Python codebase
    • ๐Ÿ“‡ โ€“ย TypeScript codebase
    • ๐ŸŽ๏ธ โ€“ย Go codebase
    • ๐Ÿฆ€ โ€“ย Rust codebase
    • #๏ธโƒฃ - C# Codebase
    • โ˜• - Java codebase
  • scope
    • โ˜๏ธ - Cloud Service
    • ๐Ÿ  - Local Service
  • operating system
    • ๐ŸŽ โ€“ For macOS
    • ๐ŸชŸ โ€“ For Windows

[!NOTE] Confused about Local ๐Ÿ  vs Cloud โ˜๏ธ?

  • Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser.
  • Use network when MCP server is talking to remote APIs, e.g. weather API.

Server Implementations

[!NOTE] We now have a web-based directory that is synced with the repository.

๐Ÿ“‚ Browser Automation

Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats.

๐ŸŽจ Art & Culture

Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.

โ˜๏ธ Cloud Platforms

Cloud platform service integration. Enables management and interaction with cloud infrastructure and services.

  • Cloudflare MCP Server ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Integration with Cloudflare services including Workers, KV, R2, and D1
  • Kubernetes MCP Server - ๐ŸŽ๏ธ โ˜๏ธ/๐Ÿ  Kubernetes cluster operations through MCP
  • @flux159/mcp-server-kubernetes - ๐Ÿ“‡ โ˜๏ธ/๐Ÿ  Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
  • @manusa/Kubernetes MCP Server - ๐ŸŽ๏ธ ๐Ÿ  A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster.
  • johnneerdael/netskope-mcp ๐Ÿ”’ โ˜๏ธ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.

๐Ÿ–ฅ๏ธ Command Line

Run commands, capture output and otherwise interact with shells and command line tools.

  • ferrislucas/iterm-mcp ๐Ÿ–ฅ๏ธ ๐Ÿ› ๏ธ ๐Ÿ’ฌ - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
  • g0t4/mcp-server-commands ๐Ÿ“‡ ๐Ÿ  - Run any command with run_command and run_script tools.
  • MladenSU/cli-mcp-server ๐Ÿ ๐Ÿ  - Command line interface with secure execution and customizable security policies
  • tumf/mcp-shell-server A secure shell command execution server implementing the Model Context Protocol (MCP)

๐Ÿ’ฌ Communication

Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.

๐Ÿ‘ค Customer Data Platforms

Provides access to customer profiles inside of customer data platforms

๐Ÿ—„๏ธ Databases

Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access.

  • cr7258/elasticsearch-mcp-server ๐Ÿ ๐Ÿ  - MCP Server implementation that provides Elasticsearch interaction
  • domdomegg/airtable-mcp-server ๐Ÿ“‡ ๐Ÿ  - Airtable database integration with schema inspection, read and write capabilities
  • LucasHild/mcp-server-bigquery ๐Ÿ โ˜๏ธ - BigQuery database integration with schema inspection and query capabilities
  • ergut/mcp-bigquery-server ๐Ÿ“‡ โ˜๏ธ - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
  • ClickHouse/mcp-clickhouse ๐Ÿ โ˜๏ธ - ClickHouse database integration with schema inspection and query capabilities
  • @gannonh/firebase-mcp ๐Ÿ”ฅ โ›…๏ธ - Firebase services including Auth, Firestore and Storage.
  • jovezhong/mcp-timeplus ๐Ÿ โ˜๏ธ - 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
  • @fireproof-storage/mcp-database-server ๐Ÿ“‡ โ˜๏ธ - Fireproof ledger database with multi-user sync
  • designcomputer/mysql_mcp_server ๐Ÿ ๐Ÿ  - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
  • f4ww4z/mcp-mysql-server ๐Ÿ ๐Ÿ  - Node.js-based MySQL database integration that provides secure MySQL database operations
  • @modelcontextprotocol/server-postgres ๐Ÿ“‡ ๐Ÿ  - PostgreSQL database integration with schema inspection and query capabilities
  • @modelcontextprotocol/server-sqlite ๐Ÿ ๐Ÿ  - SQLite database operations with built-in analysis features
  • @joshuarileydev/supabase-mcp-server - Supabase MCP Server for managing and creating projects and organisations in Supabase
  • @alexanderzuev/supabase-mcp-server - Supabase MCP Server with support for SQL query execution and database exploration tools
  • ktanaka101/mcp-server-duckdb ๐Ÿ ๐Ÿ  - DuckDB database integration with schema inspection and query capabilities
  • furey/mongodb-lens ๐Ÿ“‡ ๐Ÿ  - MongoDB Lens: Full Featured MCP Server for MongoDB Databases
  • QuantGeekDev/mongo-mcp ๐Ÿ“‡ ๐Ÿ  - MongoDB integration that enables LLMs to interact directly with databases.
  • kiliczsh/mcp-mongo-server ๐Ÿ“‡ ๐Ÿ  - A Model Context Protocol Server for MongoDB
  • tinybirdco/mcp-tinybird ๐Ÿ โ˜๏ธ - Tinybird integration with query and API capabilities
  • KashiwaByte/vikingdb-mcp-server ๐Ÿ โ˜๏ธ - VikingDB integration with collection and index introduction, vector store and search capabilities.
  • neo4j-contrib/mcp-neo4j ๐Ÿ ๐Ÿ  - Model Context Protocol with Neo4j
  • niledatabase/nile-mcp-server MCP server for Nile's Postgres platform - Manage and query Postgres databases, tenants, users, auth using LLMs
  • isaacwasserman/mcp-snowflake-server ๐Ÿ โ˜๏ธ - Snowflake integration implementing read and (optional) write operations as well as insight tracking
  • hannesrudolph/sqlite-explorer-fastmcp-mcp-server ๐Ÿ ๐Ÿ  - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
  • sirmews/mcp-pinecone ๐Ÿ โ˜๏ธ - Pinecone integration with vector search capabilities
  • runekaagaard/mcp-alchemy ๐Ÿ ๐Ÿ  - 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.
  • pab1it0/adx-mcp-server ๐Ÿ โ˜๏ธ - Query and analyze Azure Data Explorer databases
  • neondatabase/mcp-server-neon ๐Ÿ“‡ โ˜๏ธ โ€” An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres
  • bytebase/dbhub ๐Ÿ“‡ ๐Ÿ  โ€“ย Universal database MCP server supporting mainstream databases.

๐Ÿ’ป Developer Tools

Tools and integrations that enhance the development workflow and environment management.

  • Coment-ML/Opik-MCP ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Talk to your LLM observability, traces and monitoring captured by Opik using natural language.
  • GLips/Figma-Context-MCP ๐Ÿ“‡ ๐Ÿ  - Provide coding agents direct access to Figma data to help them one-shot design implementation.
  • QuantGeekDev/docker-mcp ๐ŸŽ๏ธ ๐Ÿ  - Docker container management and operations through MCP
  • zcaceres/fetch-mcp ๐Ÿ“‡ ๐Ÿ  - An MCP server to flexibly fetch JSON, text, and HTML data
  • r-huijts/xcode-mcp-server ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Xcode integration for project management, file operations, and build automation
  • snaggle-ai/openapi-mcp-server ๐ŸŽ๏ธ ๐Ÿ  - Connect any HTTP/REST API server using an Open API spec (v3)
  • jetbrains/mcpProxy ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  - Connect to JetBrains IDE
  • tumf/mcp-text-editor ๐Ÿ ๐Ÿ  - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
  • @joshuarileydev/simulator-mcp-server ๐Ÿ“‡ ๐Ÿ  - An MCP server to control iOS Simulators
  • @joshuarileydev/app-store-connect-mcp-server ๐Ÿ“‡ ๐Ÿ  - An MCP server to communicate with the App Store Connect API for iOS Developers
  • @sammcj/mcp-package-version ๐Ÿ“‡ ๐Ÿ  - An MCP Server to help LLMs suggest the latest stable package versions when writing code.
  • @delano/postman-mcp-server ๐Ÿ“‡ โ˜๏ธ - Interact with Postman API
  • @vivekvells/mcp-pandoc ๐Ÿ—„๏ธ ๐Ÿš€ - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
  • @pskill9/website-downloader ๐Ÿ—„๏ธ ๐Ÿš€ - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.
  • @lamemind/mcp-server-multiverse ๐Ÿ“‡ ๐Ÿ  ๐Ÿ› ๏ธ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
  • @j4c0bs/mcp-server-sql-analyzer ๐Ÿ - MCP server that provides SQL analysis, linting, and dialect conversion using SQLGlot
  • @haris-musa/excel-mcp-server ๐Ÿ ๐Ÿ  - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
  • @jasonjmcghee/claude-debugs-for-you ๐Ÿ“‡ ๐Ÿ  - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

๐Ÿงฎ Data Science Tools

Integrations and tools designed to simplify data exploration, analysis and enhance data science workflows.

๐Ÿ“‚ File Systems

Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories.

๐Ÿ’ฐ Finance & Fintech

Financial data access and cryptocurrency market information. Enables querying real-time market data, crypto prices, and financial analytics.

  • QuantGeekDev/coincap-mcp ๐Ÿ“‡ โ˜๏ธ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
  • anjor/coinmarket-mcp-server ๐Ÿ โ˜๏ธ - Coinmarket API integration to fetch cryptocurrency listings and quotes
  • berlinbra/alpha-vantage-mcp ๐Ÿ โ˜๏ธ - Alpha Vantage API integration to fetch both stock and crypto information
  • ferdousbhai/tasty-agent ๐Ÿ โ˜๏ธ - Tastyworks API integration to handle trading activities on Tastytrade
  • ferdousbhai/investor-agent ๐Ÿ โ˜๏ธ - Yahoo Finance integration to fetch stock market data including options recommendations
  • kukapay/cryptopanic-mcp-server ๐Ÿ โ˜๏ธ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
  • kukapay/whale-tracker-mcp ๐Ÿ โ˜๏ธ - A mcp server for tracking cryptocurrency whale transactions.

๐Ÿง  Knowledge & Memory

Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.

  • @modelcontextprotocol/server-memory ๐Ÿ“‡ ๐Ÿ  - Knowledge graph-based persistent memory system for maintaining context
  • /CheMiguel23/MemoryMesh ๐Ÿ“‡ ๐Ÿ  - Enhanced graph-based memory with a focus on AI role-play and story generation
  • /topoteretes/cognee ๐Ÿ“‡ ๐Ÿ  - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
  • @hannesrudolph/mcp-ragdocs ๐Ÿ ๐Ÿ  - 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
  • @kaliaboi/mcp-zotero ๐Ÿ“‡ โ˜๏ธ - A connector for LLMs to work with collections and sources on your Zotero Cloud
  • mcp-summarizer ๐Ÿ“• โ˜๏ธ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content

๐Ÿ—บ๏ธ Location Services

Geographic and location-based services integration. Enables access to mapping data, directions, and place information.

๐ŸŽฏ Marketing

Tools for creating and editing marketing content, working with web meta data, product positioning, and editing guides.

  • Open Strategy Partners Marketing Tools ๐Ÿ ๐Ÿ  - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.

๐Ÿ“Š Monitoring

Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.

๐Ÿ”’ Security

  • dnstwist MCP Server ๐Ÿ“‡๐ŸชŸโ˜๏ธ - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
  • Maigret MCP Server ๐Ÿ“‡๐ŸชŸโ˜๏ธ - 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.
  • Shodan MCP Server ๐Ÿ“‡๐ŸชŸโ˜๏ธ - 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.
  • VirusTotal MCP Server ๐Ÿ“‡๐ŸชŸโ˜๏ธ - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
  • ORKL MCP Server ๐Ÿ“‡๐Ÿ›ก๏ธโ˜๏ธ - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
  • Security Audit MCP Server ๐Ÿ“‡๐Ÿ›ก๏ธโ˜๏ธ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.

๐Ÿš† Travel & Transportation

Access to travel and transportation information. Enables querying schedules, routes, and real-time travel data.

๐Ÿ”„ 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.

๐Ÿ› ๏ธ Other Tools and Integrations

  • apify/actors-mcp-server ๐Ÿ“‡ โ˜๏ธ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
  • ivo-toby/contentful-mcp ๐Ÿ“‡ ๐Ÿ  - Update, create, delete content, content-models and assets in your Contentful Space
  • mzxrai/mcp-openai ๐Ÿ“‡ โ˜๏ธ - Chat with OpenAI's smartest models
  • mrjoshuak/godoc-mcp ๐ŸŽ๏ธ ๐Ÿ  - Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
  • pierrebrunelle/mcp-server-openai ๐Ÿ โ˜๏ธ - Query OpenAI models directly from Claude using MCP protocol
  • @modelcontextprotocol/server-everything ๐Ÿ“‡ ๐Ÿ  - MCP server that exercises all the features of the MCP protocol
  • baba786/phabricator-mcp-server ๐Ÿ โ˜๏ธ - Interacting with Phabricator API
  • MarkusPfundstein/mcp-obsidian ๐Ÿ โ˜๏ธ ๐Ÿ  - Interacting with Obsidian via REST API
  • calclavia/mcp-obsidian ๐Ÿ“‡ ๐Ÿ  - 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).
  • anaisbetts/mcp-youtube ๐Ÿ“‡ โ˜๏ธ - Fetch YouTube subtitles
  • Seym0n/tiktok-mcp ๐Ÿ“‡ โ˜๏ธ - Interact with TikTok videos
  • danhilse/notion_mcp ๐Ÿ โ˜๏ธ - Integrates with Notion's API to manage personal todo lists
  • rusiaaman/wcgw ๐Ÿ ๐Ÿ  - Autonomous shell execution, computer control and coding agent. (Mac)
  • reeeeemo/ancestry-mcp ๐Ÿ ๐Ÿ  - Allows the AI to read .ged files and genetic data
  • sirmews/apple-notes-mcp ๐Ÿ ๐Ÿ  - Allows the AI to read from your local Apple Notes database (macOS only)
  • anjor/coinmarket-mcp-server ๐Ÿ ๐Ÿ  - Coinmarket API integration to fetch cryptocurrency listings and quotes
  • suekou/mcp-notion-server ๐Ÿ“‡ ๐Ÿ  - Interacting with Notion API
  • amidabuddha/unichat-mcp-server ๐Ÿ/๐Ÿ“‡ โ˜๏ธ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
  • evalstate/mcp-miro ๐Ÿ“‡ โ˜๏ธ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
  • KS-GEN-AI/jira-mcp-server ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ - Get Confluence data via CQL and read pages.
  • KS-GEN-AI/confluence-mcp-server ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ - Read jira data via JQL and api and execute requests to create and edit tickets.
  • sooperset/mcp-atlassian ๐Ÿ โ˜๏ธ - 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.
  • pyroprompts/any-chat-completions-mcp - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
  • anaisbetts/mcp-installer ๐Ÿ ๐Ÿ  - An MCP server that installs other MCP servers for you.
  • tanigami/mcp-server-perplexity ๐Ÿ โ˜๏ธ - Interacting with Perplexity API.
  • future-audiences/wikimedia-enterprise-model-context-protocol ๐Ÿ โ˜๏ธ - Wikipedia Article lookup API
  • andybrandt/mcp-simple-timeserver ๐Ÿ ๐Ÿ โ˜๏ธ - An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
  • andybrandt/mcp-simple-openai-assistant - ๐Ÿ โ˜๏ธ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
  • @llmindset/mcp-hfspace ๐Ÿ“‡ โ˜๏ธ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
  • zueai/mcp-manager ๐Ÿ“‡ โ˜๏ธ - Simple Web UI to install and manage MCP servers for Claude Desktop App.
  • wong2/mcp-cli ๐Ÿ“‡ ๐Ÿ  - CLI tool for testing MCP servers
  • isaacwasserman/mcp-vegalite-server ๐Ÿ ๐Ÿ  - Generate visualizations from fetched data using the VegaLite format and renderer.
  • tevonsb/homeassistant-mcp ๐Ÿ“‡ ๐Ÿ  - Access Home Assistant data and control devices (lights, switches, thermostats, etc).
  • allenporter/mcp-server-home-assistant ๐Ÿ ๐Ÿ  - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
  • nguyenvanduocit/all-in-one-model-context-protocol ๐ŸŽ๏ธ ๐Ÿ  - 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
  • @joshuarileydev/mac-apps-launcher-mcp-server ๐Ÿ“‡ ๐Ÿ  - An MCP server to list and launch applications on MacOS
  • ZeparHyfar/mcp-datetime - MCP server providing date and time functions in various formats
  • SecretiveShell/MCP-wolfram-alpha ๐Ÿ โ˜๏ธ - An MCP server for querying wolfram alpha API.
  • Amazon Bedrock Nova Canvas ๐Ÿ“‡ โ˜๏ธ - Use Amazon Nova Canvas model for image generation.
  • apinetwork/piapi-mcp-server ๐Ÿ“‡ โ˜๏ธ PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
  • gotoolkits/DifyWorkflow - ๐ŸŽ๏ธ โ˜๏ธ Tools to the query and execute of Dify workflows
  • @pskill9/hn-server - ๐Ÿ“‡ โ˜๏ธ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).
  • @mediar-ai/screenpipe - ๐ŸŽ–๏ธ ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ 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.
  • akseyh/bear-mcp-server - Allows the AI to read from your Bear Notes (macOS only)
  • hmk/attio-mcp-server - ๐Ÿ“‡ โ˜๏ธ Allows AI clients to manage records and notes in Attio CRM
  • roychri/mcp-server-asana - ๐Ÿ“‡ โ˜๏ธ 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.
  • ws-mcp - Wrap MCP servers with a WebSocket (for use with kitbitz)
  • AbdelStark/bitcoin-mcp - โ‚ฟ 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.
  • tomekkorbak/strava-mcp-server ๐Ÿ โ˜๏ธ - An MCP server for Strava, an app for tracking physical exercise
  • tomekkorbak/oura-mcp-server ๐Ÿ โ˜๏ธ - An MCP server for Oura, an app for tracking sleep
  • rember/rember-mcp ๐Ÿ“‡ ๐Ÿ  - Create spaced repetition flashcards in Rember to remember anything you learn in your chats.
  • @makehq/mcp-server ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  - Turn your Make scenarios into callable tools for AI assistants.
  • NON906/omniparser-autogui-mcp - ๐Ÿ Automatic operation of on-screen GUI.
  • kj455/mcp-kibela - ๐Ÿ“‡ โ˜๏ธ Allows AI models to interact with Kibela

Frameworks

  • FastMCP ๐Ÿ - A high-level framework for building MCP servers in Python
  • FastMCP ๐Ÿ“‡ - A high-level framework for building MCP servers in TypeScript
  • Foxy Contexts ๐ŸŽ๏ธ - Golang library to write MCP Servers declaratively with functional testing included
  • Genkit MCP ๐Ÿ“‡ โ€“ย Provides integration between Genkit and the Model Context Protocol (MCP).
  • LiteMCP ๐Ÿ“‡ - A high-level framework for building MCP servers in JavaScript/TypeScript
  • mark3labs/mcp-go ๐ŸŽ๏ธ - Golang SDK for building MCP Servers and Clients.
  • mcp-framework ๐Ÿ“‡ - Fast and elegant TypeScript framework for building MCP servers
  • mcp-proxy - ๐Ÿ“‡ A TypeScript SSE proxy for MCP servers that use stdio transport.
  • mcp-rs-template ๐Ÿฆ€ - MCP CLI server template for Rust
  • metoro-io/mcp-golang ๐ŸŽ๏ธ - Golang framework for building MCP Servers, focussed on type safety
  • rectalogic/langchain-mcp ๐Ÿ - Provides MCP tool calling support in LangChain, allowing for the integration of MCP tools into LangChain workflows.
  • salty-flower/ModelContextProtocol.NET #๏ธโƒฃ ๐Ÿ  - A C# SDK for building MCP servers on .NET 9 with NativeAOT compatibility โšก ๐Ÿ”Œ
  • spring-ai-mcp โ˜• ๐ŸŒฑ - Java SDK and Spring Framework integration for building MCP client and MCP servers with various, plugable, transport options.
  • @marimo-team/codemirror-mcp - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands.
  • mcp-agent ๐Ÿค– ๐Ÿ”Œ - Build effective agents with MCP servers using simple, composable patterns.

Utilities

Tips and Tricks

Official prompt to inform LLMs how to use MCP

Want to ask Claude about Model Context Protocol?

Create a Project, then add this file to it:

https://modelcontextprotocol.io/llms-full.txt

Now Claude can answer questions about writing MCP servers and how they work

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