Milvus

This MCP server provides comprehensive vector database operations through the Milvus API, enabling AI assistants to create collections with custom schemas, insert and query vector data, perform similarity searches, and manage database operations programmatically. Built by TaiLabs using Go with session management and middleware support, it offers 17 specialized tools including collection creation with flexible field definitions, vector similarity search with configurable metrics, data insertion with automatic type conversion, index management for performance optimization, and database administration capabilities. The implementation features robust session handling with automatic cleanup, type-safe data transformation between JSON and Milvus formats, authentication middleware, and detailed logging with performance monitoring, making it valuable for AI applications requiring vector storage and retrieval, semantic search implementations, recommendation systems, and building AI assistants that need programmatic access to Milvus vector databases without manual cluster management.