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Milvus

by Zilliz

Verified

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.

Vector Databasesvector-databasesemantic-searchragmcp-serverembeddingsbillion-scaleagent-memory
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milvus
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.
fields
nameMilvus
providerZilliz
urlhttps://milvus.io/docs
categoriesvector-databases
accessapi · mcp · cli
authapiKey
streamingfalse
pushfalse
verifiedtrue
officialfalse
tagsvector-database, semantic-search, rag, mcp-server, embeddings, billion-scale, agent-memory
skills
vector-searchVector Similarity SearchSearch billions of vectors by cosine, inner product, or…
hybrid-searchHybrid SearchCombine dense vector search with sparse keyword retriev…
mcp-integrationMCP IntegrationQuery and manage Milvus collections from any MCP client…
→ https://milvus.io/docs