mcp-server-qdrant

by qdrant · Python · ★ 1,445

An official Qdrant Model Context Protocol (MCP) server implementation

#claude#cursor#llm#mcp#mcp-server#semantic-search#windsurf

Install

pip install git+https://github.com/qdrant/mcp-server-qdrant.git

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

{
  "mcpServers": {
    "mcp-server-qdrant": {
      "command": "uvx",
      "args": [
        "git+https://github.com/qdrant/mcp-server-qdrant.git"
      ]
    }
  }
}

From the README

[](https://smithery.ai/protocol/mcp-server-qdrant) > The [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open protocol that enables > seamless integration between LLM applications and external data sources and tools. Whether you're building an > AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to > connect LLMs with the context they need. This repository is an example of how to create a MCP server for [Qdrant](https://qdrant.tech/), a vector search engine. An official Model Context Protocol server…

Read full README on GitHub →

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