Awesome MCP Servers

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

Supported Clients

Server Implementations

• 📂 - File Systems
• 🔄 - Version Control
• ☁️ - Cloud Storage
• 🗄️ - Databases
• 💬 - Communication
• 📈 - Monitoring
• 🔍 - Search & Web
• 🗺️ - Location Services
• 🎯 - Marketing
• 📝 - Note Taking
• ⚡ - Cloud Platforms
• ⚙️ - Workflow Automation
• 🤖 - System Automation
• 📱 - Social Media
• 🎮 - Gaming
• 💹 - Finance
• 🧬 - Research & Data
• 🤝 - AI Services
• 📦 - Virtualization
• 💻 - Development Tools
• 📊 - Data Visualization
• 🆔 - Identity
• 🔗 - Aggregators
• 💬 - Language & Translation
• 🔒 - [Security)(#security)

Tools & Utilities

See Helpful Tools & Utilities section for tools to help manage, configure, and work with MCP servers.

📂 File Systems

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

• <img/ alt="Serveurs de MCP géniaux image"> Backup - Provides file and folder backup and restoration capabilities for AI agents and code editing tools
• <img/ alt="Serveurs de MCP géniaux image"> FileSystem¹ - Direct local file system access
• <img/ alt="Serveurs de MCP géniaux image"> FileSystem² - Golang implementation for local file system access
• <img/ alt="Serveurs de MCP géniaux image"> Everything Search - Lightning-fast Windows file search powered by Everything SDK
• <img/ alt="Serveurs de MCP géniaux image"> llm-context - Share code context with LLMs via Model Context Protocol or clipboard

🔄 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.

• <img/ alt="Serveurs de MCP géniaux image"> GitHub - GitHub API integration for repository management, PRs, issues, and more
• <img/ alt="Serveurs de MCP géniaux image"> GitLab - GitLab platform integration for project management and CI/CD operations
• <img/ alt="Serveurs de MCP géniaux image"> Git - Direct Git repository operations including reading, searching, and analyzing local repositories
• <img/ alt="Serveurs de MCP géniaux image"> Phabricator - Phabricator API integration for repository and project management
• <img/ alt="Serveurs de MCP géniaux image"> Gitingest-MCP - Gitingest integration providing prompt friendly summmaries of Github repos

☁ Cloud Storage

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

• <img/ alt="Serveurs de MCP géniaux image"> Google Drive - Google Drive integration for file access, search, and management

🗄️ Databases

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

• <img/ alt="Serveurs de MCP géniaux image"> PostgreSQL - PostgreSQL database integration with schema inspection and query capabilities
• <img/ alt="Serveurs de MCP géniaux image"> SQLite - SQLite database operations with built-in analysis features
• <img/ alt="Serveurs de MCP géniaux image"> DuckDB - DuckDB database integration with schema inspection and query capabilities
• <img/ alt="Serveurs de MCP géniaux image"> Excel - Excel workbook manipulation including data reading/writing, worksheet management, formatting, charts, and pivot tables
• <img/ alt="Serveurs de MCP géniaux image"> BigQuery¹ - BigQuery database integration with schema inspection and query capabilities
• <img/ alt="Serveurs de MCP géniaux image"> BigQuery² - A BigQuery MCP server for read-only SQL queries and schema exploration (available on npm)
• <img/ alt="Serveurs de MCP géniaux image"> Neon^⭐ - Neon MCP Server. Allows natural language interactions with Neon for database management.
• <img/ alt="Serveurs de MCP géniaux image"> Qdrant^⭐ - A Qdrant MCP server for keeping and retrieving memories in the Qdrant vector search engine.
• <img/ alt="Serveurs de MCP géniaux image"> MongoDB - A Model Context Protocol Server for querying and analyzing MongoDB collections.
• <img/ alt="Serveurs de MCP géniaux image"> MongoDB Lens - Full featured MCP Server for MongoDB databases.
• <img/ alt="Serveurs de MCP géniaux image"> MySQL - MySQL database integration with configurable access controls and schema inspection
• <img/ alt="Serveurs de MCP géniaux image"> Airtable - Read and write access to Airtable databases, with schema inspection.
• <img/ alt="Serveurs de MCP géniaux image"> Snowflake - Snowflake database integration with read/write capabilities and insight tracking.
• <img/ alt="Serveurs de MCP géniaux image"> DBUtils - A unified database access service for MCP that seamlessly integrates PostgreSQL and SQLite with a clean abstraction layer.
• <img/ alt="Serveurs de MCP géniaux image"> TiDB - MCP server implementation for TiDB (serverless) database.
• <img/ alt="Serveurs de MCP géniaux image"> NocoDB - Read and write access to NocoDB database.

💬 Communication

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

• <img/ alt="Serveurs de MCP géniaux image"> Slack - Slack workspace integration for channel management and messaging
• <img/ alt="Serveurs de MCP géniaux image"> Linear - Linear MCP Server. Provides integration with Linear's issue tracking system through MCP.
• <img/ alt="Serveurs de MCP géniaux image"> Atlassian - Comprehensive integration with Atlassian suite including Confluence for documentation management and Jira for issue tracking.

📈 Monitoring

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

• <img/ alt="Serveurs de MCP géniaux image"> Sentry - Sentry.io integration for error tracking and performance monitoring
• <img/ alt="Serveurs de MCP géniaux image"> Raygun - Raygun API V3 integration for crash reporting and real user monitoring
• <img/ alt="Serveurs de MCP géniaux image"> Metoro - Query and interact with kubernetes environments monitored by Metoro

🔍 Search & Web

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

• <img/ alt="Serveurs de MCP géniaux image"> Puppeteer - Browser automation for web scraping and interaction
• <img/ alt="Serveurs de MCP géniaux image"> Brave Search - Web search capabilities using Brave's Search API
• <img/ alt="Serveurs de MCP géniaux image"> Dumpling AI - Access data, web scraping, and document conversion APIs by Dumpling AI
• <img/ alt="Serveurs de MCP géniaux image"> Fetch - Efficient web content fetching and processing for AI consumption
• <img/ alt="Serveurs de MCP géniaux image"> Kagi Search - TypeScript-based MCP server that integrates the Kagi Search API
• <img/ alt="Serveurs de MCP géniaux image"> Exa Search^⭐ - Integration with Exa AI Search API for real-time web information retrieval
• <img/ alt="Serveurs de MCP géniaux image"> NYTimes - Search articles using the NYTimes API
• <img/ alt="Serveurs de MCP géniaux image"> Google News - Google News search with automatic categorization, multi-language support, and comprehensive search options
• <img/ alt="Serveurs de MCP géniaux image"> Search1API - Search via search1api (requires paid API key)
• <img/ alt="Serveurs de MCP géniaux image"> Tavily - Tavily AI search API integration
• <img/ alt="Serveurs de MCP géniaux image"> ArXiv - Search ArXiv research papers
• <img" alt="Serveurs de MCP géniaux image"> PapersWithCode - Search research papers, conferences, and codebases through PapersWithCode API
• <img/ alt="Serveurs de MCP géniaux image"> Playwright - A Model Context Protocol server that provides browser automation capabilities using Playwright.
• <img/ alt="Serveurs de MCP géniaux image"> Websearch - Self-hosted Websearch service.
• <img/ alt="Serveurs de MCP géniaux image"> Browser Control - An MCP server paired with a browser extension allowing local browser control.
• <img/ alt="Serveurs de MCP géniaux image"> Apify Actors - Use 4,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more.
• <img/ alt="Serveurs de MCP géniaux image"> RAG Web Browser - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
• <img/ alt="Serveurs de MCP géniaux image">

🗺️ Location Services

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

• <img/ alt="Serveurs de MCP géniaux image"> Google Maps - Google Maps integration for location services, routing, and place details
• <img/ alt="Serveurs de MCP géniaux image"> 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.

• <img/ alt="Serveurs de MCP géniaux image"> Open Strategy Partners Marketing Tools^⭐ - a standardized editing code system, writing guidelines, web metadata generator, and product communication framework.
• <img/ alt="Serveurs de MCP géniaux image"> Fathom Analytics - Access Fathom Analytics data and reports about your sites

📝 Note Taking

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

• eBook-mcp - A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks on your local machine. Ideal for building AI reading assistants or chat-based ebook interfaces.
• <img/ alt="Serveurs de MCP géniaux image"> Obsidian¹ - Obsidian vault integration with tools for file management, search, and content manipulation
• <img/ alt="Serveurs de MCP géniaux image"> Obsidian² - Alternative implementation for reading and searching Markdown notes
• <img/ alt="Serveurs de MCP géniaux image"> Notion¹ - Notion API integration for managing personal todo lists and notes
• <img/ alt="Serveurs de MCP géniaux image"> Notion² - Alternative implementation for Notion API integration
• <img/ alt="Serveurs de MCP géniaux image"> Apple Notes - Read from local Apple Notes database (macOS only)
• <img/ alt="Serveurs de MCP géniaux image"> Todoist - An MCP server implementation for Todoist, enabling natural language task management.

⚡ Cloud Platforms

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

• <img/ alt="Serveurs de MCP géniaux image"> Cloudflare^⭐ - Integration with Cloudflare services including Workers, KV, R2, and D1
• <img/ alt="Serveurs de MCP géniaux image"> Kubernetes - Kubernetes cluster operations through MCP
• <img/ alt="Serveurs de MCP géniaux image"> Tinybird^⭐ - Interact with a Tinybird Workspace from any MCP client.
• <img/ alt="Serveurs de MCP géniaux image"> Kubernetes - Kubernetes multi-cluster management and operations, featuring a management ui, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.

⚙️ Workflow Automation

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

• <img/ alt="Serveurs de MCP géniaux image"> 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.

• <img/ alt="Serveurs de MCP géniaux image"> Shell - Autonomous shell execution and computer control (Mac)
• <img/ alt="Serveurs de MCP géniaux image"> Windows CLI - Windows CLI MCP Server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
• <img/ alt="Serveurs de MCP géniaux image"> Windows Control - Windows automation MCP server providing mouse, keyboard, screen capture, clipboard, and window management capabilities using NutJS.
• <img/ alt="Serveurs de MCP géniaux image"> Command Line - MCP server allowing any and all command execution over CMD(BE CAREFUL).
• <img/ alt="Serveurs de MCP géniaux image"> 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.

• <img/ alt="Serveurs de MCP géniaux image"> BlueSky - Bluesky API integration for querying and searching feeds and posts
• <img/ alt="Serveurs de MCP géniaux image"> YouTube¹ - YouTube integration using yt-dlp for subtitle downloading and video analysis
• <img/ alt="Serveurs de MCP géniaux image"> YouTube² - Alternative implementation for fetching YouTube subtitles and transcripts
• <img/ alt="Serveurs de MCP géniaux image"> Spotify - Connects with Spotify for playback control and track/album/artist/playlist management.
• <img/ alt="Serveurs de MCP géniaux image"> TikTok - TikTok integration for getting post details and video's subtitles

🎮 Gaming

Gaming data and Game Development tools.

• <img/ alt="Serveurs de MCP géniaux image"> Unity3d - Unity3d Game Engine integration for game development

💹 Finance

Financial data and cryptocurrency information services.

• <img/ alt="Serveurs de MCP géniaux image"> CoinMarket - Coinmarket API integration for cryptocurrency data
• <img" alt="Serveurs de MCP géniaux image"> Chargebee^⭐ - MCP Server that connects AI agents to Chargebee platform.
• <img/ alt="Serveurs de MCP géniaux image"> DexPaprika^⭐ - Comprehensive cryptocurrency and DEX data API across multiple blockchains, providing real-time token pricing, liquidity pools, and OHLCV data for market analysis
• <img" alt="Serveurs de MCP géniaux image"> PayPal^⭐ - The PayPal Agent Toolkit enables popular agent frameworks including Model Context Protocol (MCP) to integrate with PayPal APIs through function calling.
• <img/ alt="Serveurs de MCP géniaux image"> Stripe^⭐ - Allows you to integrate with Stripe APIs
• <img/ alt="Serveurs de MCP géniaux image"> LongPort OpenAPI^⭐ - Provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
• <img/ alt="Serveurs de MCP géniaux image"> ZBD^⭐ - Interact with ZBD's payment processing APIs for instant global payments with Bitcoin and Lightning Network

🧬 Research & Data

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

• <img/ alt="Serveurs de MCP géniaux image"> ArXiv - Search ArXiv research papers
• <img/ alt="Serveurs de MCP géniaux image"> Ancestry - Read .ged files and genetic data

🤝 AI Services

Integration with AI and machine learning services.

• <img/ alt="Serveurs de MCP géniaux image"> Agentset AI - RAG on your data using MCP protocol
• <img/ alt="Serveurs de MCP géniaux image"> OpenAI - Query OpenAI models directly from Claude using MCP protocol
• <img/ alt="Serveurs de MCP géniaux image"> OpenAI Compatible Chat - Chat with models from OpenAI-compatible APIs (Perplexity, Groq, xAI, etc.)
• <img/ alt="Serveurs de MCP géniaux image"> Perplexity Chat with Perplexity via MCP
• <img/ alt="Serveurs de MCP géniaux image"> LlamaCloud - LlamaCloud MCP Server. A TypeScript-based MCP server connecting to a managed index on LlamaCloud.
• <img/ alt="Serveurs de MCP géniaux image"> HuggingFace Spaces - Use HuggingFace spaces from your MCP Client. Supports Images, Audio, Text and more.
• <img" alt="Serveurs de MCP géniaux image"> PiAPI - 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.
• Chronulus AI - Predict anything with Chronulus AI multimodal forecasting and prediction agents (Watch Demos on Youtube).
• <img/ alt="Serveurs de MCP géniaux image"> ZenML^⭐ - Chat with your MLOps and LLMOps pipelines using the ZenML MCP server

📦 Virtualization

Secure sandbox environments for code execution and testing. Enables safe execution of code snippets and development workflows.

• <img/ alt="Serveurs de MCP géniaux image"> E2B^⭐ - Secure cloud development environments for AI agents. Enables safe code execution and testing in isolated containers.
• <img/ alt="Serveurs de MCP géniaux image"> Docker - An MCP server for Docker operations, enabling seamless container and compose stack management.

💻 Development Tools

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

• <img/ alt="Serveurs de MCP géniaux image"> 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
• <img/ alt="Serveurs de MCP géniaux image"> OpenRPC - A Model Context Protocol server that provides JSON-RPC functionality through OpenRPC.
• <img/ alt="Serveurs de MCP géniaux image"> Postman - Interact with Postman API.
• <img/ alt="Serveurs de MCP géniaux image"> QA Sphere^⭐ - Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
• <img/ alt="Serveurs de MCP géniaux image"> marimo^⭐ - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands.
• <img/ alt="Serveurs de MCP géniaux image"> Figma - Paste a link to your Figma design to get its data in a ready-to-implement format.
• <img/ alt="Serveurs de MCP géniaux image"> Comet Opik^⭐ - Query and interact with LLM observability and telemetry captured by Opik using natural language.
• <img/ alt="Serveurs de MCP géniaux image"> VSCode Devtools - Connect to VSCode ide and allows using semantic tools like find_usages

📊 Data Visualization

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

• <img/ alt="Serveurs de MCP géniaux image"> VegaLite - Generate visualizations from fetched data using the VegaLite format and renderer

🆔 Identity

Tools for identity and access management. Enables user authentication, authorization.

• <img/ alt="Serveurs de MCP géniaux image"> Keycloak - MCP server implementation for managing Keycloak users, groups, and realms using natural language queries.

🔗 Aggregators

Tools for accessing many apps and tools through a single MCP server..

• Pipedream - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.

• Zapier - Connect your AI Agents to 8,000 apps instantly.

💬 Language & Translation

Provides real-time translation of text, documents, and content between multiple languages.

• <img/ alt="Serveurs de MCP géniaux image"> Lara^⭐ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations

🔒 Security

Tools for security needs. Enables securing code, finding vulnerabilies.

• <img/ alt="Serveurs de MCP géniaux image"> Semgrep - A MCP server for using Semgrep to scan code for security vulnerabilities.

Tools & Utilities

Tools that help manage, configure, and work with MCP servers. These utilities simplify the installation process and improve the user experience.

Server Managers

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

Please read the contribution guidelines if you want to contribute.

License

To the extent possible under law, Stephen Akinyemi has waived all copyright and related or neighboring rights to this work.