Milvus MCP Server

uv run src/mcp_server_milvus/server.py --milvus-uri http://localhost:19530

{
  "mcpServers": {
    "milvus-mcp": {
      "command": "uv",
      "args": [
        "run",
        "src/mcp_server_milvus/server.py",
        "--milvus-uri",
        "http://localhost:19530"
      ]
    }
  }
}

Built by Zilliz, the team behind Milvus, this server exposes the search modes the engine supports separately: raw vector search, full-text search, similarity over a text field, hybrid search and structured filter queries. Collection management is covered too, including creating a collection, loading it into or releasing it from memory, reading its schema and inserting or deleting entities. It points at a Milvus URI, so a local Docker instance and a Zilliz Cloud deployment are configured the same way, with an optional token for authentication.