Qdrant Memory

io.github.cnkang/qdrant-memory

Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.

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Connect this server

Add this to your MCP client config — claude_desktop_config.json (Claude Desktop) or .cursor/mcp.json (Cursor).Suits: Claude Desktop · Cursor.

{
  "mcpServers": {
    "qdrant-memory": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp"
      ],
      "env": {
        "QDRANT_API_KEY": "<your QDRANT_API_KEY>",
        "EMBEDDING_API_KEY": "<your EMBEDDING_API_KEY>"
      }
    }
  }
}
Environment variables
  • QDRANT_API_KEYsecretOptional Qdrant credential for configured remote storage.
  • EMBEDDING_API_KEYsecretOptional credential for the configured embedding provider.

A starting point — check the repository for exact arguments and setup. Restart your client after editing the config.

Category
Developer Tools
Version
0.3.1
Registry
active
Published
11/5/2026

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