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vector MCP servers

4 MCP servers tagged vector.

4 servers tagged vector. See all categories.

Server Description Stars Last push
Qdrant Official Qdrant MCP server for vector search and semantic memory. 1.5k 2026-09-04
Chroma Official Chroma MCP server for embeddings, vector search, and document storage. 599 2025-09-17
Milvus Official Milvus MCP server for vector search and collection management. 244 2026-08-11
Pinecone Official Pinecone Assistant MCP server for managed vector retrieval. 46 2026-08-14

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