Compass

Compass

MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.

liuyoshio

AI Integration Systems
Data & App Analysis
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Tools

recommend-mcp-servers

Use this tool when there is a need to findn external MCP tools. It explores and recommends existing MCP servers from the internet, based on the description of the MCP Server needed. It returns a list of MCP servers with their IDs, descriptions, GitHub URLs, and similarity scores.

README

MCP Compass 🧭

Model Context Protocol

<a href="https://glama.ai/mcp/servers/85uxmq6wx7"><img width="380" height="200" src="https://glama.ai/mcp/servers/85uxmq6wx7/badge" alt="Compass MCP server" /></a>

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

<div align="center"> <img src="assets/demo.png" alt="MCP Compass Demo - Airtable Server Search" width="800"/> </div>

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 💬

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