mcp-server-qdrant

What is this MCP

This is a Machine Control Protocol (MCP) server designed for storing and retrieving information from a Qdrant vector database, enabling semantic search capabilities.

How to use this MCP

The server can be installed via pip or from source, configured through environment variables, and run locally or via Docker. It provides tools for storing information (qdrant-store) and searching (qdrant-find).

What this MCP can be used for

This MCP server is useful for building AI applications that require semantic search capabilities, such as RAG systems, knowledge bases, or memory systems for AI agents.