Awesome MCP Servers

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

• What is MCP?
• Clients
• Tutorials
• Server Implementations
• Frameworks
• Utilities
• Community

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

• Claude Desktop - Official Claude desktop app with MCP support
• Cursor - AI-native code editor with MCP support
• Cline - Terminal-based Claude client with MCP support
• Windsurf - AI-native IDE with MCP support
• LibreChat - Open-source AI Web UI supporting multiple providers including MCP
• mcphub.nvim - A Neovim plugin for MCP server interaction
• WhatsMCP - A WhatsApp based client for your remote MCP servers

Tutorials

• Model Context Protocol (MCP) Quickstart
• Building Your First MCP Server
• MCP Server Development Guide

MCP Server Legend

Implementation Status

Symbol	Meaning
⭐	Official reference implementation by the MCP team

Programming Languages

Symbol	Language
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/>	Python
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/>	TypeScript/JavaScript
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/>	Go
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/rust/rust-plain.svg" width="16" height="16"/>	Rust
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/csharp/csharp-original.svg" width="16" height="16"/>	C#
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/java/java-original.svg" width="16" height="16"/>	Java

Deployment Model

Symbol	Type	Description
🏠	Local	Runs on user's machine, interacts with local software
☁️	Cloud	Connects to remote APIs and services

Platform Compatibility

Symbol	Platform
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/>	macOS
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/windows8/windows8-original.svg" width="16" height="16"/>	Windows
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/linux/linux-original.svg" width="16" height="16"/>	Linux

Server Categories

Symbol	Category
📂	File Systems
🗄️	Databases
🌐	Web & Search
🔄	Version Control
💬	Communication
🖥️	Developer Tools
📊	Monitoring
🧠	Knowledge & Memory
🗺️	Location Services
🎮	Gaming
💰	Finance
🛠️	Utilities

Server Implementations

• 📂 - File Systems
• 🗄️ - Databases
• 🌐 - Web & Search
• 🔄 - Version Control
• 💬 - Communication
• 🖥️ - Developer Tools
• 📊 - Monitoring
• 🧠 - Knowledge & Memory
• 🗺️ - Location Services
• 🎮 - Gaming
• 💰 - Finance
• 🛠️ - Utilities

📂 <a name="file-systems"></a>File Systems

• modelcontextprotocol/server-filesystem ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Direct local file system access with configurable permissions
• modelcontextprotocol/server-google-drive ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Google Drive integration for listing, reading, and searching files
• mark3labs/mcp-filesystem-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - Golang implementation for local file system access
• hmk/box-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Box integration for listing, reading and searching files
• mamertofabian/mcp-everything-search <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/windows8/windows8-original.svg" width="16" height="16"/> - Fast Windows file search using Everything SDK
• cyberchitta/llm-context.py <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Share code context with LLMs via MCP or clipboard
• quarkiverse/quarkus-mcp-servers/filesystem <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/java/java-original.svg" width="16" height="16"/> 🏠 - A filesystem allowing for browsing and editing files implemented in Java using Quarkus
• Xuanwo/mcp-server-opendal <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 ☁️ - Access any storage with Apache OpenDAL

🗄️ <a name="databases"></a>Databases

• modelcontextprotocol/server-postgres ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - PostgreSQL database integration with schema inspection and query capabilities
• modelcontextprotocol/server-sqlite ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - SQLite database operations with built-in analysis features
• aliyun/alibabacloud-tablestore-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/java/java-original.svg" width="16" height="16"/> <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - MCP service for Tablestore with vector search capabilities
• cr7258/elasticsearch-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - MCP Server for Elasticsearch interaction
• domdomegg/airtable-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Airtable database integration with schema inspection and CRUD capabilities
• LucasHild/mcp-server-bigquery <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - BigQuery database integration with schema inspection and query capabilities
• ergut/mcp-bigquery-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Second (But with JS) BigQuery database integration with schema inspection and query capabilities
• c4pt0r/mcp-server-tidb <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - TiDB database integration with schema inspection and query capabilities
• ClickHouse/mcp-clickhouse <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - ClickHouse database integration with schema inspection and query capabilities
• get-convex/convex-backend <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Convex database integration for table introspection and queries
• FreePeak/db-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - Multi-database MCP server supporting MySQL & PostgreSQL
• furey/mongodb-lens <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Full featured MCP Server for MongoDB Databases
• QuantGeekDev/mongo-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - MongoDB integration for LLM database interaction
• neo4j-contrib/mcp-neo4j <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Model Context Protocol with Neo4j
• niledatabase/nile-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - MCP server for Nile's Postgres platform
• isaacwasserman/mcp-snowflake-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Snowflake integration with read/write operations
• sirmews/mcp-pinecone <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Pinecone integration with vector search capabilities
• bytebase/dbhub <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Universal database MCP server supporting mainstream databases
• xing5/mcp-google-sheets <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Google Sheets integration for spreadsheet management
• rashidazarang/airtable-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> - Connects AI tools directly to Airtable, allowing natural language queries, record creation, updates, deletions, and data migration.
• tradercjz/dolphindb-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> - DolphinDB database integration with schema inspection and query capabilities.
• felores/airtable-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Another Airtable MCP implementation
• ravenwits/mcp-server-arangodb <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - MCP Server for ArangoDB database
• calvernaz/alphavantage <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - AlphaVantage stock market data API

🌐 <a name="web--search"></a>Web & Search

• modelcontextprotocol/server-brave-search ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Web search capabilities using Brave's Search API
• modelcontextprotocol/server-fetch ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Efficient web content fetching and processing
• modelcontextprotocol/server-puppeteer ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Browser automation for web scraping and interaction
• ac3xx/mcp-servers-kagi <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Kagi search API integration
• exa-labs/exa-mcp-server ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Exa AI Search API integration
• executeautomation/mcp-playwright <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Browser automation and webscraping with Playwright
• pskill9/web-search <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Free web searching using Google search results
• nickclyde/duckduckgo-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Web search using DuckDuckGo
• vectorize-io/vectorize-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Advanced retrieval and Private Deep Research
• apify/mcp-server-rag-web-browser <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Web searches, URL scraping, and Markdown content return
• openbnb-org/mcp-server-airbnb <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Search Airbnb and get listing details
• pyroprompts/any-chat-completions-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Interact with any OpenAI SDK Compatible Chat Completions API
• quickchart/quickchart-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - QuickChart API integration for generating images of charts
• mcp/aws-kb-retrieval-server ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - MCP server for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime

🔄 <a name="version-control"></a>Version Control

• modelcontextprotocol/server-github ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Repository management, file operations, and GitHub API integration
• modelcontextprotocol/server-gitlab ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - GitLab API, enabling project management
• modelcontextprotocol/server-git ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Tools to read, search, and manipulate Git repositories

💬 <a name="communication"></a>Communication

• lharries/whatsapp-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - WhatsApp integration for searching messages, contacts, and sending messages via WhatsApp Web API
• modelcontextprotocol/server-slack ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Slack workspace integration for channel management and messaging
• hannesrudolph/imessage-query-fastmcp-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - Safe access to iMessage database
• carterlasalle/mac_messages_mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - iMessage interface with sending/receiving capabilities
• MarkusPfundstein/mcp-gsuite <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Integration with Gmail and Google Calendar
• adhikasp/mcp-twikit <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Interact with Twitter search and timeline
• elie222/inbox-zero <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Email management with follow-up detection
• AbdelStark/nostr-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Nostr protocol integration for posting notes

🖥️ <a name="developer-tools"></a>Developer Tools

• GLips/Figma-Context-MCP <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Figma data access for design implementation
• rohitg00/kubectl-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Kubernetes management and operations
• QuantGeekDev/docker-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - Docker container management and operations
• r-huijts/xcode-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - Xcode integration for project management
• snaggle-ai/openapi-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - Connect any HTTP/REST API using OpenAPI specs
• jetbrains/mcpProxy ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Connect to JetBrains IDE
• tumf/mcp-text-editor <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Line-oriented text file editor optimized for LLMs
• ferrislucas/iterm-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - iTerm terminal access and command execution
• g0t4/mcp-server-commands <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Run any command with secure execution
• jasonjmcghee/claude-debugs-for-you <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Automatic debugging via breakpoints
• sooperset/mcp-atlassian <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Interact with Atlassian Cloud products (Confluence and Jira)
• rishikavikondala/mcp-server-aws <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Perform operations on AWS resources
• Vortiago/mcp-azure-devops <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Bridge to Azure DevOps services

📊 <a name="monitoring"></a>Monitoring

• modelcontextprotocol/server-sentry ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Sentry.io integration for error tracking
• MindscapeHQ/mcp-server-raygun <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Raygun API integration for crash reporting
• grafana/mcp-grafana ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Search dashboards and query datasources in Grafana
• pydantic/logfire-mcp ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Access to OpenTelemetry traces and metrics
• seekrays/mcp-monitor <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - System monitoring for CPU, memory, disk, and network

🧠 <a name="knowledge--memory"></a>Knowledge & Memory

• modelcontextprotocol/server-memory ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Knowledge graph-based persistent memory system
• CheMiguel23/MemoryMesh <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Enhanced graph-based memory for AI role-play
• topoteretes/cognee <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Memory manager with various graph and vector stores
• hannesrudolph/mcp-ragdocs <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Documentation retrieval through vector search
• kaliaboi/mcp-zotero <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Zotero Cloud integration for research collections
• graphlit/graphlit-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Knowledge retrieval from Slack, Discord, and more
• calclavia/mcp-obsidian <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Read and search through your Obsidian vault or any directory containing Markdown notes
• vivekVells/mcp-pandoc <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX, CSV and more

🗺️ <a name="location-services"></a>Location Services

• modelcontextprotocol/server-google-maps ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Google Maps integration for location services
• SecretiveShell/MCP-timeserver <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Access time in any timezone
• webcoderz/MCP-Geo <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Geocoding server for nominatim, ArcGIS, Bing
• briandconnelly/mcp-server-ipinfo <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - IP geolocation and network information
• jjsantos01/qgis_mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - QGIS Desktop integration for geospatial analysis
• sunsetcoder/flightradar24-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Track flights in real-time, get arrival/departure times, view airport flight statuses, and monitor emergency flights
• ProgramComputer/NASA-MCP-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Access to a unified gateway of NASA's data sources including APOD, NEO, EPIC, GIBS
• KyrieTangSheng/mcp-server-nationalparks <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Up-to-date information on U.S. National Parks details, alerts, visitor centers, campgrounds, hiking trails, and events
• r-huijts/ns-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Access to Dutch Railways (NS) real-time travel information and disruptions via the official NS API
• r-huijts/rijksmuseum-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Interface with the Rijksmuseum API to search artworks, retrieve details, access image tiles, and explore collections

🎮 <a name="gaming"></a>Gaming

• Coding-Solo/godot-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Godot game engine interaction
• rishijatia/fantasy-pl-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Fantasy Premier League data and analysis
• CoderGamester/mcp-unity <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/csharp/csharp-original.svg" width="16" height="16"/> 🏠 - Unity3D Game Engine integration
• sawa-zen/vrchat-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - VRChat API interaction for friends, worlds, and avatars
• varunneal/spotify-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Allows an LLM to control and use Spotify

💰 <a name="finance"></a>Finance

• base/base-mcp ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Base Network and Coinbase API integration
• QuantGeekDev/coincap-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Cryptocurrency market data via CoinCap
• anjor/coinmarket-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Coinmarket API for crypto listings
• berlinbra/alpha-vantage-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Alpha Vantage API for stock and crypto data
• mcpdotdirect/evm-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Blockchain services for 30+ EVM networks
• bankless/onchain-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Bankless Onchain API for smart contracts
• GoPlausible/algorand-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Comprehensive tools for interacting with Algorand blockchain

🛠️ <a name="utilities"></a>Utilities

• githejie/mcp-server-calculator <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Calculator for precise numerical calculations
• isaacwasserman/mcp-vegalite-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Generate visualizations from data
• anaisbetts/mcp-youtube <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Fetch YouTube subtitles
• Seym0n/tiktok-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - TikTok integration for post details and subtitles
• vivekVells/mcp-pandoc <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Document format conversion using Pandoc
• PV-Bhat/vibe-check-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Prevents cascading errors with "Vibe-check" agent
• mrexodia/user-feedback-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Human-in-the-loop workflow for AI tools
• gotoolkits/mcp-difyworkflow-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Query and execute Dify workflows
• Omar-v2/mcp-ical <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - Interact with MacOS Calendar through natural language
• scorzeth/anki-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Interact with Anki decks and cards
• Simon-Kansara/ableton-live-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Control Ableton Live
• nickbaumann98/everart-forge-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - AI image generation using various models
• 21st-dev/magic-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Create beautiful, modern UI components instantly through natural language descriptions
• kw510/strava-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Strava API integration for activity tracking and analysis

Frameworks

• hannesrudolph/fastmcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> - Python framework for building MCP servers with FastAPI
• microsoft/mcp.net <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/csharp/csharp-original.svg" width="16" height="16"/> - .NET library for building MCP servers
• modelcontextprotocol/mcpjs <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> - JavaScript/TypeScript framework for building MCP servers
• quarkiverse/quarkus-mcp-servers <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/java/java-original.svg" width="16" height="16"/> - Java framework for building MCP servers with Quarkus
• modelcontextprotocol/mcpy <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> - Python library for building MCP servers

Utilities

• modelcontextprotocol/mcp-cli ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> - Command-line tool for testing MCP servers
• modelcontextprotocol/mcp-proxy ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> - Proxy for debugging MCP server interactions
• modelcontextprotocol/mcp-playground ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> - Web-based playground for testing MCP servers

Contributing

Please read CONTRIBUTING.md for details on how to add or update MCP servers in this list.

License