MCP Server Milvus

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by zilliztech

Model Context Protocol Servers for Milvus

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Tools (40)

anns_field

Field name for text search

auto_id

whether to auto generate id, default to True

collection_name

Name of collection to search

dense_radius

Optional lower bound for dense range search (default: None)

dense_range_filter

Optional upper bound for dense range search (default: None)

dimension

vector dimension, default to 768; for quick setup and will be ignored if fieldschema is provided

drop_ratio

Proportion of low-frequency terms to ignore (0.0-1.0) (default: 0.2)

field_name

name of the field to index

field_schema

List of field schema, each element is a dictionary with the following keys:

filter_expr

Filter expression

index_params

Optional list of index parameters, each element is a dictionary with the following keys:

index_type

index type

limit

The maximum number of results to return (default: 5)

metric_type

Distance metric (COSINE, L2, IP) (default: "COSINE")

milvus_create_collection

Create a new collection with quick setup or customized schema

milvus_get_collection_info

Lists detailed information like schema, properties, collection ID, and other metadata of a specific collection.

milvus_hybrid_search

Perform hybrid search on a collection

milvus_insert_data

Insert data into a collection

milvus_list_collections

List all collections in the database

milvus_load_collection

Load a collection into memory for search and query

milvus_query

Query collection using filter expressions

milvus_release_collection

Release a collection from memory

milvus_text_search

Search for documents using full text search

milvus_text_similarity_search

Perform text similarity search on a collection

milvus_vector_search

Perform vector similarity search on a collection

name

name of the field

other_kwargs

Additional keyword arguments for the collection creation

output_fields

Fields to include in results

primary_field_name

name of the primary field, default to "id"; for quick setup and will be ignored if fieldschema is provided

query_text

Text to search for

radius

Optional lower bound for range search (default: None)

range_filter

Optional upper bound for range search (default: None)

replica_number

Number of replicas (default: 1)

sparse_radius

Optional lower bound for sparse range search (default: None)

sparse_range_filter

Optional upper bound for sparse range search (default: None)

text_field

Field name for text search

type

type of the field

vector

Query vector

vector_field

Field name for vector search (default: "vector")

vector_field_name

name of the vector field, default to "vector"; for quick setup and will be ignored if fieldschema is provided