MCP Servers
Claude Context MCP
Zilliz MCP server that connects Claude to Milvus vector databases — semantic search over your own data, RAG pipelines, and similarity lookups.
vector-dbmilvusrag+3
Official Qdrant vector database MCP server — upsert vectors, run semantic search, manage collections, and build RAG pipelines without leaving Claude.
qdrantvector-dbsemantic-search
Official Chroma vector database MCP server — create and manage collections, upsert embeddings, run semantic search, and build local RAG systems from Claude.
chromavector-dbembeddings