mcp-qdrant-memory

What is this MCP

This MCP server provides a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database, combining graph-based knowledge representation with AI-powered similarity search.

How to use this MCP

Deploy via Docker or locally with Node.js, configure environment variables for OpenAI and Qdrant, then integrate with MCP settings to manage entities/relations and perform semantic searches through provided tools.

What this MCP can be used for

Building intelligent knowledge graphs with semantic search capabilities, enabling AI systems to store, retrieve, and find semantically related information efficiently.