Milvus

Milvus is an open-source vector database designed for efficient similarity search and AI-powered applications. Through its Model Context Protocol (MCP) server integration, Milvus enables LLMs, such as Claude Desktop and Cursor, to perform advanced vector and hybrid search operations on large unstructured datasets, supporting use cases like semantic retrieval, contextual search, and document intelligence. This solution is ideal for developers building AI applications requiring high-performance vector search and seamless integration with external tools and pipelines.