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qdrant/mcp-server-qdrant

MCP Data & Storage

An official Qdrant Model Context Protocol (MCP) server implementation

Python Latest v0.8.1 · 7mo ago Security brief →

Features

  • Store arbitrary information in Qdrant with optional metadata
  • Retrieve relevant stored information via semantic search queries
  • Act as a Model Context Protocol (MCP) server for LLM applications

Recent releases

View all 2 releases →
v0.8.1 Bug fix
Notable features
  • Custom embedding provider specification
Full changelog

This is mainly a patch release to avoid compatibility issues with fastmcp>2.7 and pydantic>2.11.

What's Changed

  • allow specifying custom embedding provider by @generall in https://github.com/qdrant/mcp-server-qdrant/pull/82
  • fix: return None if no results where found by @tbung in https://github.com/qdrant/mcp-server-qdrant/pull/83
  • fix: pin pydantic <2.12.0 to avoid compatibility issues by @thelinuxkid in https://github.com/qdrant/mcp-server-qdrant/pull/97

New Contributors

  • @tbung made their first contribution in https://github.com/qdrant/mcp-server-qdrant/pull/83
  • @thelinuxkid made their first contribution in https://github.com/qdrant/mcp-server-qdrant/pull/97

Full Changelog: https://github.com/qdrant/mcp-server-qdrant/compare/v0.8.0...v0.8.1

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