A local RAG knowledge base MCP server that exposes semantic document search as tools using zvec for vector storage and Qwen3-Embedding for text embedding.
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process.env. You'll be asked to provide them before it can run.RAG_EMBEDDING_MODEL— Embedding model name Qwen/Qwen3-Embedding-0.6BRAG_MCP_MODE— Transport mode stdioRAG_MCP_HOST— Bind host 127.0.0.1RAG_MCP_PORT— Bind port 8000[](https://m8ven.ai/mcp/mambo-wang-wandering-rag-mcp-1td7dn)