Official AntV MCP server that turns a description of your data into a rendered chart — 26 visualization types from bar and line to sankey, mind-map, fishbone and geographic maps.
MilvusMCP Server
Summary
Search and manage Milvus vector collections from an AI client — vector, full-text, and hybrid queries.
Features
- Vector, full-text, and hybrid search over Milvus collections
- Collection and index management
- Works with Milvus Lite, self-hosted, and Zilliz Cloud
Installation
Set up this MCP server in your favorite AI agent — copy a ready-made configuration below.
Description
The Milvus MCP server from Zilliz gives an assistant access to Milvus, one of the most widely deployed open-source vector databases.
Capabilities
- Search — dense vector similarity, sparse full-text, and hybrid queries combining both, with metadata filtering
- Collection management — create, describe, load, release, and drop collections
- Data operations — insert, upsert, delete, and query by expression
- Index management for tuning the accuracy/speed trade-off
Deployment options
The same server works against Milvus Lite (an embedded file-based mode ideal for local development), a self-hosted Milvus cluster, and Zilliz Cloud. That range means the same configuration pattern carries from a laptop prototype to production.
Where it fits
Useful both as a retrieval backend an assistant can query during a task, and as a development aid — inspecting what is actually in a collection is the fastest way to debug a RAG pipeline returning nonsense.
Runs with uvx mcp-server-milvus --milvus-uri <uri>.
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