MCP Documentation Server

# MCP Documentation Server Semantic search server for MCP (Model Context Protocol) documentation using Redis embeddings. ## THE MCP MCP for MCPing MCP's ## Setup ```bash python -m venv venv source venv/bin/activate pip install -r requirements.txt ``` ## Usage 1. **Scrape documentation**: `python url_scraper.py` 2. **Create embeddings**: `python embed_to_redis.py` 3. **Run MCP server**: `python doc_mcp_server.py` ## Tools - `search_docs` - Semantic search through documentation - `list_documents` - List all available documents - `fetch_file` - Retrieve specific file content ## MCP Client Config ```json { "mcpServers": { "doc-embeddings": { "command": "bash", "args": ["-c", "cd /path/to/mcp/server && source venv/bin/activate && python doc_mcp_server.py"], "env": {} } } } ``` ## Files - `url_scraper.py` - Scrapes MCP from mcp and convert to markdown - `embed_to_redis.py` - Creates embeddings from headings and stores in Redis - `doc_mcp_server.py` - FastMCP server providing search functionality - `repo_scraper.py` - Processes code repositories to markdown - `output/` - Processed documentation files