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Awesome MCP Servers

Overview

A of the best , enabling integration between language models and external tools, platforms, and data sources. MCP servers allow LLMs to access, query, and interact with real-time data, enhancing AI agents workflows and making them context-aware. 🚀 Pull requests welcome! Have a useful MCP server? Submit a PR! The is a standardized way to let AI agents (like Cursor Agent and Composer) interact with external systems — including project management tools, code repositories, file storage, databases, and observability platforms. With MCP, your agent can: - Search files and databases - Fetch real-time project data - Execute queries - Read error reports, logs, and even automate browser interactions - Model Context Protocol Documentation - Cursor's MCP Directory - Anthropic’s MCP Announcement

README

Awesome MCP Servers

A curated collection of the best Model Context Protocol (MCP) servers, enabling integration between language models and external tools, platforms, and data sources. MCP servers allow LLMs to access, query, and interact with real-time data, enhancing AI agents workflows and making them context-aware.

🚀 Pull requests welcome! Have a useful MCP server? Submit a PR!

🌐 What is MCP?

The Model Context Protocol (MCP) is a standardized way to let AI agents (like Cursor Agent and Composer) interact with external systems — including project management tools, code repositories, file storage, databases, and observability platforms. With MCP, your agent can:

  • Search files and databases
  • Fetch real-time project data
  • Execute queries
  • Read error reports, logs, and even automate browser interactions

📚 Table of Contents


🔗 MCP Servers

📊 Project Management & Issue Tracking

Name Description
Linear Integration with Linear’s issue tracking system, allowing LLMs to read and interact with issues.
GitHub Allows LLMs to interact with GitHub’s issue tracking system, including reading and updating issues.
Sentry Provides access to error reports, stack traces, and debugging information from Sentry.
Raygun Access crash reporting and performance monitoring data from Raygun.
Todoist Task management integration, allowing LLMs to interact with Todoist tasks and projects.

🗄️ Databases & Data Platforms

Name Description
PostgreSQL Provides read-only access to PostgreSQL databases for schema inspection and queries.
Neon Provides interaction with Neon’s serverless PostgreSQL platform.
Supabase MCP server for PostgREST, enabling LLMs to interact with Postgres databases via Supabase.
Snowflake Allows querying and interacting with Snowflake databases.
SQLite Provides database interaction and lightweight BI capabilities using SQLite.
Tinybird Connects to the Tinybird platform for querying and interacting with serverless ClickHouse databases.
Qdrant Enables semantic search and memory retrieval via the Qdrant vector search engine.

🔧 Cloud & Infrastructure

Name Description
Vercel Integrates with Vercel’s infrastructure to provide endpoints for chatbots, data processing, and content generation.
Cloudflare Manage and deploy resources on the Cloudflare developer platform.
Docker Enables container, image, volume, and network management directly through MCP.
Kubernetes Provides MCP access for pod, deployment, and service management within Kubernetes clusters.

💻 Files & Content Management

Name Description
Google Drive Search, read, and browse files stored in Google Drive.
Obsidian Markdown Notes Enables LLMs to read and search Markdown notes in Obsidian vaults.
Filesystem Provides secure file operations with configurable access controls.

🌐 Web Crawling & Browsing

Name Description
Browserbase Automate browser interactions directly from MCP agents.
BrowserTools MCP Analyze logs and interact with your browser for rapid debugging.
Apify RAG Web Browser A browser-like interface for LLM apps that queries Google Search, scrapes the top results, and returns cleaned content in Markdown.
Firecrawl Converts entire websites into structured, LLM-ready data.
Fetch Fetch and convert web content into formats optimized for LLM processing.
Puppeteer Provides browser automation and web scraping capabilities directly to agents.
Search1API Unified API for search, crawling, and sitemaps.

💬 Communication & Collaboration

Name Description
Slack Provides direct MCP access to Slack messages, channels, and threads.
Figma Provides design data directly from Figma, enabling more accurate design implementations in code.

💰 Payments & Finance

Name Description
Stripe Provides MCP-based access to the Stripe API for querying payments, customers, and subscriptions.

📊 Observability & Monitoring

Name Description
Axiom Allows LLMs to query and analyze logs, traces, and event data using natural language.

⚙️ Other Integrations

Name Description
E2B Allows LLMs to securely execute code inside cloud-based sandboxes.
JSON Resume Automatically updates your resume as you develop new projects and skills.

📖 Resources

View the full README on GitHub

Install

This server does not publish a one-line install command.

Open the repository installation guide New to MCP? Start with the mcpskill.org guide →