AI MCP Servers

AI 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

	MCP Host	Documentation
	Claude Desktop	Claude x MCP
	Zed Editor	Zed x MCP
	Sourcegraph Cody	Cody x MCP
	Continue	Continue x MCP
	GPT Computer Assistant	GCA x MCP
	LibreChat	LibreChat Agents x MCP
	Cursor	Cursor x MCP
	Enconvo	Enconvo x MCP
	Goose	Goose x MCP

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

Legend

• ^⭐ Official protocol implementation
• ¹ First implementation (when multiple implementations exist)
• ² Second implementation
• ³ Third implementation
• ⁿ Subsequent implementations

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.

• 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
• Everything Search - Lightning-fast Windows file search powered by Everything SDK
• 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.

• 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

☁ 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

🗄️ 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
• DuckDB - DuckDB database integration with schema inspection and query capabilities
• 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)
• Neon^⭐ - Neon MCP Server. Allows natural language interactions with Neon for database management.
• Qdrant^⭐ - A Qdrant MCP server for keeping and retrieving memories in the Qdrant vector search engine.
• 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
• Airtable - Read and write access to Airtable databases, with schema inspection.
• Snowflake - Snowflake database integration with read/write capabilities and insight tracking.
• DBUtils - A unified database access service for MCP that seamlessly integrates PostgreSQL and SQLite with a clean abstraction layer.
• TiDB - MCP server implementation for TiDB (serverless) database.

💬 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
• Linear - Linear MCP Server. Provides integration with Linear's issue tracking system through MCP.
• 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.

• Sentry - Sentry.io integration for error tracking and performance monitoring
• Raygun - Raygun API V3 integration for crash reporting and real user monitoring
• 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.

• 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.

🗺️ Location Services

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

📝 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
• Apple Notes - Read from local Apple Notes database (macOS only)
• 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.

• Cloudflare^⭐ - Integration with Cloudflare services including Workers, KV, R2, and D1
• Kubernetes - Kubernetes cluster operations through MCP
• Tinybird^⭐ - Interact with a Tinybird Workspace from any MCP client.

⚙️ 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.

• BlueSky - Bluesky API integration for querying and searching feeds and posts
• 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
• 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.

• 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.
• 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).
• 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.

• E2B^⭐ - Secure cloud development environments for AI agents. Enables safe code execution and testing in isolated containers.
• 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.

• 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

📊 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

🆔 Identity

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

• Keycloak - MCP server implementation for managing Keycloak users, groups, and realms using natural language queries.

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

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