mcp-recommender

# MCP Recommender A smart MCP (Model Context Protocol) server that provides intelligent recommendations for other MCP servers based on your development needs. ## Features - 🔍 **Smart Search**: Find MCP servers using natural language queries - 📊 **Rich Database**: Access to 874+ curated MCP servers across 36+ categories - 🎯 **Intelligent Matching**: Advanced scoring algorithm for relevant recommendations - 🏷️ **Category Filtering**: Filter by specific categories and programming languages - 🚀 **Easy Integration**: Simple setup with uv package manager - 🔧 **Multiple Interfaces**: Support for both CLI and MCP client integration ## Installation ### Using uv (Recommended) ```bash # Clone the repository git clone https://github.com/mcp-team/mcp-recommender.git cd mcp-recommender # Install with uv uv sync # Test the installation uv run -m mcp_recommender --test ``` ### Using pip ```bash pip install mcp-recommender ``` ## Usage ### Command Line Interface ```bash # Test mode - verify installation and see sample recommendations uv run -m mcp_recommender --test # Server mode - start the MCP server uv run -m mcp_recommender --server # Debug mode - detailed diagnostic information uv run -m mcp_recommender --debug ``` ### MCP Client Integration Add to your MCP client configuration: ```json { "mcpServers": { "mcp-recommender": { "isActive": true, "name": "mcp-recommender", "type": "stdio", "command": "uv", "args": [ "--directory", "/path/to/mcp-recommender", "run", "-m", "mcp_recommender" ] } } } ``` ### Available Tools Once integrated, you can use these tools in your MCP client: #### `recommend_mcp` Get intelligent MCP server recommendations based on your needs. **Parameters:** - `query` (string): Description of functionality you need - `limit` (integer, optional): Maximum number of recommendations (default: 5) - `category` (string, optional): Filter by specific cat…