Context Engineering MCP Platform

# AI Guides MCP Server This is an MCP (Model Context Protocol) server that provides access to the AI Guides API, including Gemini-powered semantic search and analysis features. ## Setup 1. Make sure the AI Guides API server is running: ```bash cd .. uvicorn main:app --port 8888 ``` 2. The MCP server has been added to your Claude Desktop configuration. 3. Restart Claude Desktop to load the new MCP server. ## Available Tools Once loaded in Claude Desktop, you'll have access to these tools: ### Basic Tools - `list_ai_guides` - List all available AI guides - `search_ai_guides` - Search guides by keyword - `get_guide_details` - Get details of a specific guide - `get_guide_download_url` - Get download URL for a guide ### Gemini-Enhanced Tools - `search_guides_with_gemini` - Semantic search using Gemini AI - `analyze_guide` - Analyze a guide with Gemini - `analyze_guide_url` - Analyze external guide content - `compare_guides` - Compare multiple guides ## Usage Example In Claude Desktop, you can now use these tools directly: ``` "Search for guides about AI agents" "Analyze the OpenAI GPT Best Practices guide" "Compare OpenAI and Google AI guides" ``` ## Configuration The MCP server connects to the API server at `http://localhost:8888` by default. You can change this by setting the `AI_GUIDES_API_URL` environment variable in the Claude Desktop configuration.