LocalFree

Qdrant MCP server

avaazquezz/Qdrant-MCP

Exposes the full Qdrant vector database API as 56 MCP tools, not just store/find.

2 GitHub stars
Source code Website

Install Qdrant in Claude Code

Claude Code
claude mcp add avaazquezz-qdrant -- uvx mcp-qdrant
mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)
{
  "mcpServers": {
    "avaazquezz-qdrant": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ]
    }
  }
}

Frequently asked questions

What does the Qdrant MCP server do?

Exposes the full Qdrant vector database API as 56 MCP tools, not just store/find.

Is the Qdrant MCP server free?

Yes, most likely. Open source and no paid account or API key is mentioned in the listing. Check the provider for current pricing.

Does Qdrant run locally or remotely?

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

How do I add Qdrant to Claude Code?

Run: claude mcp add avaazquezz-qdrant -- uvx mcp-qdrant

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