Milvus
Verifiedby Zilliz
High-performance open-source vector database with REST API, gRPC, and an official MCP server. Stores billions of vectors for semantic search, RAG, and agent memory.
- Access
- APIMCPCLI
- Auth
- API Key
- Skills
- 3
Skills
Vector Similarity Search
Search billions of vectors by cosine, inner product, or L2 distance with millisecond latency at scale.
Hybrid Search
Combine dense vector search with sparse keyword retrieval for accurate RAG pipeline retrieval results.
MCP Integration
Query and manage Milvus collections from any MCP client via the official zilliztech MCP server.
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