Qdrant Memory

Connect Runs on your machine

claude mcp add qdrant-memory -e QDRANT_URL=<QDRANT_URL> -e QDRANT_API_KEY=<QDRANT_API_KEY> -e EMBEDDING_API_KEY=<EMBEDDING_API_KEY> -- uvx qdrant-memory-mcp==0.3.3

{
  "mcpServers": {
    "qdrant-memory": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.3.3"
      ],
      "env": {
        "QDRANT_URL": "<QDRANT_URL>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "EMBEDDING_API_KEY": "<EMBEDDING_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "qdrant-memory": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.3.3"
      ],
      "env": {
        "QDRANT_URL": "<QDRANT_URL>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "EMBEDDING_API_KEY": "<EMBEDDING_API_KEY>"
      }
    }
  }
}

{
  "servers": {
    "qdrant-memory": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.3.3"
      ],
      "env": {
        "QDRANT_URL": "<QDRANT_URL>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "EMBEDDING_API_KEY": "<EMBEDDING_API_KEY>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

Details

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