MCP Server
Retrieval & Memory
Milvus MCP
1Search 2Milvus 3vector 4collections 5from 6agents
the six Ws · specification
W1
Who
Maintained officially by Zilliz (zilliztech), the company behind Milvus.
W2
What
It lets an agent query, insert, and manage vector and scalar data in Milvus collections.
W3
Where
It runs locally as a Python server connecting to a Milvus or Zilliz Cloud endpoint.
W4
When
An agent reaches for it when doing similarity search over a Milvus vector store.
W5
Why
It exposes Milvus vector search and management as agent tools.
W6
With
Python (uv) and a Milvus connection URI (plus a token for Zilliz Cloud).
W7
Watch
Official vendor maintainer; it can insert into and modify the collections you connect to, so scope credentials. Outbound calls go to your Milvus or Zilliz Cloud endpoint.
alternatives
works with