awesome-mcp

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A comprehensive collection of Model Context Protocol (MCP) servers, empowering AI models with enhanced capabilities through standardized integrations.

Getting Started • Browse Servers • Server Management

What is MCP?

In essence, Model Context Protocol (MCP) is a protocol designed to make LLMs more powerful by simplifying their integration with external tools and services. Instead of manually connecting different APIs and tools, MCP serves as a unified layer that simplifies the process, making LLMs more capable and scalable.

By providing a standardized way for AI models to interact with both local and remote services, MCP enables seamless integration with:

• 🔐 Secure file system access
• 📊 Database connections
• 🌐 API integrations
• 🛠️ Development tools
• 📱 Application services
• And much more...

Local 🏠 vs Cloud ☁️ ?

• Use Local when the MCP server communicates with software installed locally on the system. For example, interacting with the Chrome browser or accessing files on your computer.

• Use Cloud when the MCP server connects to remote services or APIs. For instance, querying a database hosted on a cloud server or fetching data from an external API like a social media platform or a stock market feed.

About this repo

This repository serves as a comprehensive, community-curated index of Model Context Protocol (MCP) servers and tools. Our goal is to help developers, AI enthusiasts, and organizations discover and leverage the growing ecosystem of MCP integrations.

Key features:

• 📚 Categorized listings of MCP servers across various domains
• ⭐ Highlighted premium and official implementations
• 🔍 Easy-to-navigate structure with clear categories
• 🤝 Active community of contributors and maintainers

Each listed server is carefully reviewed to ensure it provides value to the MCP ecosystem. While this is a community-driven list, we work closely with official implementations (like those from modelcontextprotocol/servers) along with high-quality community-contributed servers that extend AI capabilities in meaningful ways.

MCP Servers List

• 🗄️ - Databases
• 🌐 - Web Automation
• 💻 - Development Tools
• 📂 - File Systems
• 📝 - Note Taking
• 🗺️ - Geography
• 📢 - Marketing
• 🔄 - Version Control
• ⚙️ - Workflow Automation
• 🤖 - System Automation
• 📱 - Social Media
• 🎮 - Gaming
• 💹 - Finance
• 🧬 - Research & Data
• 🤖 - AI Services
• 📈 - Data Visualization
• 💬 - Communication
• ☁️ - Cloud Storage
• ⚡ - Cloud Platforms

🗄️ Databases

Secure database access with schema inspection capabilities. Enables querying and analyzing data while maintaining read-only safety by default.

• PostgreSQL - PostgreSQL database integration with schema inspection and query capabilities
• SQLite - SQLite database operations with built-in analysis features
• MongoDB - A Model Context Protocol Server for querying and analyzing MongoDB collections.
• MongoDB Lens - Full featured MCP Server for MongoDB databases.
• MySQL - MySQL database integration with configurable access controls and schema inspection
• Neon - Neon MCP Server. Allows natural language interactions with Neon for database management.
• Excel - Excel workbook manipulation including data reading/writing, worksheet management, formatting, charts, and pivot tables
• BigQuery¹ - BigQuery database integration with schema inspection and query capabilities
• BigQuery² - A BigQuery MCP server for read-only SQL queries and schema exploration (available on npm)
• Airtable - Read and write access to Airtable databases, with schema inspection.

🌍 Web Automation

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

• Puppeteer - Browser automation for web scraping and interaction
• Brave Search - Web search capabilities using Brave's Search API
• Fetch - Efficient web content fetching and processing for AI consumption
• Kagi Search - TypeScript-based MCP server that integrates the Kagi Search API
• Exa Search^⭐ - Integration with Exa AI Search API for real-time web information retrieval
• NYTimes - Search articles using the NYTimes API
• Google News - Google News search with automatic categorization, multi-language support, and comprehensive search options
• Search1API - Search via search1api (requires paid API key)
• Tavily - Tavily AI search API integration
• ArXiv - Search ArXiv research papers
• Playwright - A Model Context Protocol server that provides browser automation capabilities using Playwright.
• Websearch - Self-hosted Websearch service.

💻 Development Tools

Tools and servers that assist with software development workflows. Enables integration with development-related services and APIs.

• CentralMind/Gateway - MCP and MCP SSE Server that automatically generate production ready API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
• OpenRPC - A Model Context Protocol server that provides JSON-RPC functionality through OpenRPC.
• Postman - Interact with Postman API.
• marimo^⭐ - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands.
• Figma - Paste a link to your Figma design to get its data in a ready-to-implement format.
• Comet Opik^⭐ - Query and interact with LLM observability and telemetry captured by Opik using natural language.
• VSCode Devtools - Connect to VSCode ide and allows using semantic tools like find_usages

📂 File Systems

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

• Everything Search - Lightning-fast Windows file search powered by Everything SDK
• Backup - Provides file and folder backup and restoration capabilities for AI agents and code editing tools
• FileSystem¹ - Direct local file system access
• FileSystem² - Golang implementation for local file system access

📝 Note Taking

Integration with note-taking applications and personal knowledge management tools. Enables access to notes, documents, and personal information stores.

• Obsidian¹ - Obsidian vault integration with tools for file management, search, and content manipulation
• Obsidian² - Alternative implementation for reading and searching Markdown notes
• Notion¹ - Notion API integration for managing personal todo lists and notes
• Notion² - Alternative implementation for Notion API integration
• Todoist - An MCP server implementation for Todoist, enabling natural language task management.

🗺️ Geography

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

• Google Maps - Google Maps integration for location services, routing, and place details
• QGIS - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

📢 Marketing

Tools that help marketers write better content and run better campaigns.

• Open Strategy Partners Marketing Tools^⭐ - a standardized editing code system, writing guidelines, web metadata generator, and product communication framework.
• Fathom Analytics - Access Fathom Analytics data and reports about your sites

🔄 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.

• GitHub - GitHub API integration for repository management, PRs, issues, and more
• GitLab - GitLab platform integration for project management and CI/CD operations
• Git - Direct Git repository operations including reading, searching, and analyzing local repositories
• Phabricator - Phabricator API integration for repository and project management
• Gitingest-MCP - Gitingest integration providing prompt friendly summmaries of Github repos

⚙️ Workflow Automation

Integration with workflow automation platforms allows AI models to execute workflows and retrieve data back to their systems.

• Make^⭐ - Turn Make scenarios into callable tools for AI assistants.

🤖 System Automation

Tools for shell access, system control, and task automation. Enables AI models to execute commands and interact with the operating system.

• Shell - Autonomous shell execution and computer control (Mac)
• Windows CLI - Windows CLI MCP Server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
• Windows Control - Windows automation MCP server providing mouse, keyboard, screen capture, clipboard, and window management capabilities using NutJS.
• Command Line - MCP server allowing any and all command execution over CMD(BE CAREFUL).
• Apple Shortcuts - An MCP Server Integration with Apple Shortcuts

📱 Social Media

Integration with social media platforms and content sharing services. Enables interaction with social networks and content platforms.

• YouTube¹ - YouTube integration using yt-dlp for subtitle downloading and video analysis
• YouTube² - Alternative implementation for fetching YouTube subtitles and transcripts
• Spotify - Connects with Spotify for playback control and track/album/artist/playlist management.
• TikTok - TikTok integration for getting post details and video's subtitles

🎮 Gaming

Gaming data and Game Development tools.

• Unity3d - Unity3d Game Engine integration for game development

💹 Finance

Financial data and cryptocurrency information services.

• CoinMarket - Coinmarket API integration for cryptocurrency data
• Chargebee^⭐ - MCP Server that connects AI agents to Chargebee platform.
• Stripe^⭐ - Allows you to integrate with Stripe APIs

🧬 Research & Data

Access to research papers, genetic data, and specialized datasets.

• ArXiv - Search ArXiv research papers
• Ancestry - Read .ged files and genetic data

🤖 AI Services

Integration with AI and machine learning services.

• OpenAI - Query OpenAI models directly from Claude using MCP protocol
• OpenAI Compatible Chat - Chat with models from OpenAI-compatible APIs (Perplexity, Groq, xAI, etc.)
• Perplexity Chat with Perplexity via MCP
• LlamaCloud - LlamaCloud MCP Server. A TypeScript-based MCP server connecting to a managed index on LlamaCloud.
• HuggingFace Spaces - Use HuggingFace spaces from your MCP Client. Supports Images, Audio, Text and more.
• Chronulus AI - Predict anything with Chronulus AI multimodal forecasting and prediction agents (Watch Demos on Youtube).
• ZenML - Chat with your MLOps and LLMOps pipelines using the ZenML MCP server

📊 Data Visualization

Tools for creating and managing data visualizations. Enables generation of charts, graphs, and other visual representations of data.

• VegaLite - Generate visualizations from fetched data using the VegaLite format and renderer

💬 Communication

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

• Slack - Slack workspace integration for channel management and messaging

☁ Cloud Storage

Access and manage files stored in cloud storage platforms. Enables searching, reading, and organizing cloud-stored documents and data.

• Google Drive - Google Drive integration for file access, search, and management

⚡ Cloud Platforms

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

• Cloudflare - Integration with Cloudflare services including Workers, KV, R2, and D1
• Kubernetes - Kubernetes cluster operations through MCP

MCP Managers

• mcp-get - CLI tool for installing and managing MCP servers. Simplifies server installation and configuration for Claude Desktop.
• Remote MCP - Solution to Remote MCP Communication, enabling effortless integration for centralized management of Model Context

Star History

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