Vector Database MCP Servers

Search, Query and interact with data in your Milvus Vector Database.

Vector database server for semantic document search and metadata filtering, built on Chroma

(by amornpan) - A Model Context Protocol server implementation that provides RAG capabilities through Qdrant vector database integration, enabling AI agents to perform semantic search and document retrieval with local or cloud-based embedding generation s