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MCP Compass

liuyoshio/mcp-compass
230
Summary

MCP Compass provides discovery and recommendation capabilities for Model Context Protocol servers, allowing AI assistants to search and explore available MCP services using natural language queries. The server offers smart search functionality with rich metadata about each service, real-time updates from the official MCP servers repository, and straightforward integration into any MCP-compatible AI assistant. It solves the problem of discovering and understanding which MCP tools are available for specific tasks by acting as a guided interface to the broader MCP ecosystem.

CodeRabbit
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CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
Email for Agents: Free tier availableEmail for Agents: Free tier available
Email for Agents: Free tier available
Give your AI agent a complete email layer—sending, inbound inboxes, and sandbox testing.
Get 4K emails/month free →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Capacitor makes coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
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MCP Compass 🧭

Model Context Protocol

Compass MCP server

MCP Discovery & Recommendation

Experience MCP Compass 🌐

You can now experience MCP discovery directly on our website!
👉 Explore MCP Compass 👈

Dive in to discover the power of MCP services in action with real-time recommendations and insights.


What is this? 🤔

MCP Compass is a discovery & recommendation service that helps you explore Model Context Protocol servers. It acts as a smart guide that helps AI assistants find and understand available MCP services out there based on natural language queries, making it easier to discover and utilize the right tools for specific tasks.

Quick Example

MCP Compass Demo - Airtable Server Search

Features 🌟

  • 🔍 Smart Search: Find MCP services using natural language queries
  • 📚 Rich Metadata: Get detailed information about each service
  • 🔄 Real-time Updates: Always up-to-date with the latest MCP services MCP Servers
  • 🤝 Easy Integration: Simple to integrate with any MCP-compatible AI assistant

Quick Start 🚀

Usage

  1. Clone the repository

or

  1. Use npx

Installation

For Claude Desktop, edit your claude_desktop_config.json file:

MacOS/Linux

code ~/Library/Application\ Support/Claude/claude_desktop_config.json

Windows

code $env:AppData\Claude\claude_desktop_config.json
  1. As an MCP Service:

    Add to your AI assistant's MCP configuration to enable service discovery capabilities.

    {
    "mcpServers": {
       "mcp-compass": {
          "command": "npx",
          "args": [
             "-y",
             "@liuyoshio/mcp-compass"
          ]
       }
    }
    }
    

    or

    {
    "mcpServers": {
       "mcp-compass": {
          "command": "node",
          "args": [
             "/path/to/repo/build/index.js"
          ]
       }
    }
    }
    

License 📝

MIT License - See LICENSE file for details.

Support 💬

  • 🐛 Report issues
  • 💡 Feature requests
  • 📖 Documentation
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UpdatedMar 7, 2026
View on GitHub