Milvus MCP Server

The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you're building an AI-powered IDE, enhancing a chat…

Remote serversse

What is the Milvus MCP Server?

Milvus source profile. From the maintainer documentation: “The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.”

Hosted connection

The maintainer’s configuration uses http://your_sse_host:port/sse. It declares sse transport. Check the project’s account and authentication instructions when adding the endpoint to your client.

Source

Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
milvus_text_searchSearch for documents using full text search
Parameters:collection_name: Name of collection
query_textText query for search
limitThe maximum number of results to return (default: 10)
output_fieldsFields to include in results
drop_ratioProportion of low-frequency terms to ignore (0.0-1.0)
milvus_vector_searchPerform vector similarity search on a collection
vectorVector of the text query
vector_fieldField name for vector search
filter_exprFilter expression to select entities to delete
metric_typeDistance metric (COSINE, L2, IP) (default: "COSINE")
milvus_hybrid_searchPerform hybrid search on a collection
text_fieldField name for text search
milvus_queryQuery collection using filter expressions
milvus_list_collectionsList all collections in the database
milvus_create_collectionCreate a new collection with specified schema
collection_schemaCollection schema definition
index_paramsOptional index parameters
milvus_load_collectionLoad a collection into memory for search and query
replica_numberNumber of replicas (default: 1)
milvus_release_collectionRelease a collection from memory
milvus_get_collection_infoLists detailed information like schema, properties, collection ID, and other metadata of a specific collection.
milvus_insert_dataInsert data into a collection
dataDictionary mapping field names to lists of values
milvus_delete_entitiesDelete entities from a collection based on filter expression

How to install the Milvus MCP Server

{
  "mcpServers": {
    "milvus-sse": {
      "url": "http://your_sse_host:port/sse",
      "disabled": false,
      "autoApprove": []
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.