zilliztech/mcp-server-milvus
MCP Server for Milvus / Zilliz, making it possible to interact with your database.
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Overview
MCP Server for Milvus / Zilliz, making it possible to interact with your database.
Installation
uv run src/mcp_server_milvus/server.py --milvus-uri http://localhost:19530
Configuration
{
"mcpServers": {
"milvus-sse": {
"url": "http://your_sse_host:port/sse",
"disabled": false,
"autoApprove": []
}
}Capabilities
- List all collections
Ask the assistant to list every collection in your Milvus database using `milvus_list_collections`.
- Create a collection with a custom schema
Define field names, types, and vector dimensions when creating a new collection via `milvus_create_collection`.
- Run vector similarity searches
Search a collection for the nearest vectors to a given query vector with `milvus_vector_search`.
- Perform full-text searches
Find documents containing specific text in a collection using `milvus_text_search`.
- Insert data into a collection
Add records by providing field-value mappings through `milvus_insert_data`.
- Inspect a collection’s schema and metadata
Retrieve detailed information about a collection’s fields, properties, and ID with `milvus_get_collection_info`.
Tags
- vector-database
- database
- rag
- search
- awesome-list
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