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Zilliz MCP server that connects Claude to Milvus vector databases — semantic search over your own data, RAG pipelines, and similarity lookups.
Official Qdrant vector database MCP server — upsert vectors, run semantic search, manage collections, and build RAG pipelines without leaving Claude.
Official Chroma vector database MCP server — create and manage collections, upsert embeddings, run semantic search, and build local RAG systems from Claude.
Enable Claude Code to query your Google NotebookLM documents for source-grounded answers.