action_add_milvusAopenserverless-mcpAAdd a Milvus vector database connection to an endpoint context, enabling access to vectors via ctx.MILVUS.Apache 2.0
action_add_milvusBopenserverless-mcpAIntegrate a Milvus vector database into an endpoint's context, enabling vector search operations through ctx.MILVUS.Apache 2.0
index_documentsBMCP-Markdown-RAGAIndex Markdown files into a Milvus vector store to enable semantic search and retrieval. Prepares local documents for RAG-based queries.Apache 2.0
search_law_name_vectorBmcp-law-serverBSearch for audit regulations by name, returning exact matches from MySQL and supplementing with vector similarity matches from Milvus.-
list_collectionsAZilliz MCP ServerARetrieve all collection names from a specified database in Zilliz Cloud or Milvus to manage and organize vector data collections for AI applications.Apache 2.0
insert_entitiesAZilliz MCP ServerAAdds data objects to a Milvus vector database collection, matching schema fields for storage and retrieval.Apache 2.0
milvus-mcpVector DatabasesRAG SystemsstackblazeAlicense-Not gradedqualityAmaintenanceMCP server for Milvus vector database enabling vector search, text search, and hybrid search operations. Updated 3 months ago (2026-06-14 15:50 UTC)Apache 2.0
mcp-server-milvusVector DatabasesRAG SystemsSearchdanchevAlicense-Not gradedqualityDmaintenanceProvides MCP tools to interact with Milvus vector database, enabling vector search, text search, hybrid search, and collection management. Updated 8 months ago (2026-01-04 04:54 UTC)1Apache 2.0
create_collectionBZilliz MCP ServerACreate vector collections in Milvus or Zilliz Cloud by specifying cluster details, dimensions, and metric types to organize data for similarity searches.Apache 2.0
delete_entitiesBZilliz MCP ServerARemove entities from a Milvus vector database collection using filtering conditions or primary keys to manage data efficiently.Apache 2.0
queryBZilliz MCP ServerAFilter and retrieve data from a Milvus vector database collection using boolean expressions to find specific records based on defined criteria.Apache 2.0
agno_integrationsAAgno Docs MCP ServerARetrieve integration documentation for databases, vector stores, and models. Specify the integration type and optional name to get targeted guides.MIT
query_ragBverbatim-mcpAAnswer research questions by retrieving cited verbatim answers from academic paper collections, with optional filtering by year, venue, or authors.MIT