
DocuMCP
An MCP server for intelligent code documentation generation and management with semantic search, vector embeddings, and support for multiple vector databases and embedding providers, enabling creation of user guides, technical docs, code explanations, and architectural diagrams.
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The path to store LanceDB data
~/lanceDBThe URL of the ChromaDB server
http://localhost:8000The URL of the Qdrant server
http://localhost:6333The URL of the Ollama server
http://localhost:11434The embedding model to use
all-MiniLM-L6-v2The dimension of embeddings generated by the model
384The embedding provider to use (buildin or ollama)
buildinThe vector database provider to use (lance, chroma, or qdrant)
lanceSecurity Notice
Your environment variables and credentials are securely stored and encrypted. LangDB never shares these configuration values with third parties.