Qdrant Memory

claude mcp add qdrant-memory --env QDRANT_API_KEY='<QDRANT_API_KEY>' --env EMBEDDING_API_KEY='<EMBEDDING_API_KEY>' -- uvx qdrant-memory-mcp

~/.codex/config.toml

[mcp_servers.qdrant-memory]
command = "uvx"
args = ["qdrant-memory-mcp"]
env = { QDRANT_API_KEY = "<QDRANT_API_KEY>", EMBEDDING_API_KEY = "<EMBEDDING_API_KEY>" }

# codex mcp add qdrant-memory --env QDRANT_API_KEY='<QDRANT_API_KEY>' --env EMBEDDING_API_KEY='<EMBEDDING_API_KEY>' -- uvx qdrant-memory-mcp

~/.cursor/mcp.json

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

.vscode/mcp.json

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

~/.gemini/settings.json

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

claude_desktop_config.json

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

.trae/mcp.json

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