Home/Directory/AI & ML/Qdrant

Qdrant

@qdrant · github.com/qdrant/mcp-server-qdrant

Store and semantically retrieve memories in a Qdrant vector collection — a drop-in semantic memory layer.

Editor TestedAI & MLstdioToolslocal auth

GitHub

Install one command

terminal

$ uvx mcp-server-qdrant

Or add it with the Claude CLI: claude mcp add qdrant

Requires uvx (install via pip install uv)

Tools exposed 2 tools

qdrant_store

qdrant_find

Configuration generate & copy

QDRANT_URL

QDRANT_API_KEY

Values are filled in locally in your browser — nothing is sent anywhere.

claude_desktop_config.json

{
  "mcpServers": {
    "qdrant": {
      "command": "uvx",
      "args": ["mcp-server-qdrant"],
      "env": {
        "QDRANT_URL": "<your-qdrant-url>",
        "QDRANT_API_KEY": "<your-qdrant-api-key>"
      }
    }
  }
}

Paste the Claude Desktop snippet under mcpServers in your config, then restart Claude Desktop — or run the Claude Code command in your terminal.

Qdrant

Install one command

Tools exposed 2 tools

Configuration generate & copy

Similar servers