Awesome MCP Servers
概览
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
以下为原文 README 节选，完整内容请查看原文。
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 |
|---|
安装
This server does not publish a one-line install command.
Open the repository installation guide 新手？先看 mcpskill.org 教程 →