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qdrant/mcp-server-qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

1,422 stars273 forksPythonUpdated May 2026
✅ Reviewed by My AI Guide

Our Review

  • Standardized MCP for easy LLM integration
  • Semantic memory storage/retrieval with metadata
  • Official Qdrant support with clear tool specs

Our Verdict

Qdrant's official Model Context Protocol (MCP) server implementation in Python. For developers integrating Qdrant vector database with LLMs via MCP. Key differentiator: authoritative backing ensures reliability over community alternatives.

Frequently Asked Questions

What is qdrant/mcp-server-qdrant used for?

qdrant/mcp-server-qdrant is an official Python implementation of the Qdrant Model Context Protocol (MCP) server. It enables standardized context management for Qdrant vector search in AI and LLM applications.

What is mcp-server-qdrant?

An official Qdrant Model Context Protocol (MCP) server implementation

How do I install mcp-server-qdrant?

Visit the GitHub repository at https://github.com/qdrant/mcp-server-qdrant for installation instructions.

What license does mcp-server-qdrant use?

mcp-server-qdrant uses the Apache-2.0 license.

What are alternatives to mcp-server-qdrant?

Search My AI Guide for similar tools in this category.

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Open source & community-verified

Apache-2.0 licensed: free to use in any project, no strings attached. 1,422 developers have starred this, meaning the community has reviewed and trusted it.

Reviewed by My AI Guide for relevance, quality, and active maintenance before listing.