qdrant/mcp-server-qdrant
An official Qdrant Model Context Protocol (MCP) server implementation
Exposes semantic search and storage tools (`qdrant-store` and `qdrant-find`) that allow LLMs to persist and retrieve contextual information with configurable embedding models via FastMCP. Supports both remote Qdrant instances and local databases, with flexible transport protocols (stdio, SSE, HTTP streaming) for integration into Claude Desktop and other MCP clients.
1,270 stars. Actively maintained with 1 commit in the last 30 days.
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1,270
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239
Language
Python
License
Apache-2.0
Category
Last pushed
Jan 28, 2026
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