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mlflow-mcp-server

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

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★ 1 stars Last pushed 2026-07-10 License: MIT

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Review any command before running it. Package names and URLs come from the server's own registry entry.

Package (npm 1.12.7)

npx -y @us-all/[email protected]

Or add to your MCP client config:

{
  "mcpServers": {
    "mlflow-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/[email protected]"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<YOUR_VALUE>",
        "MLFLOW_TRACKING_TOKEN": "<YOUR_VALUE>",
        "MLFLOW_TRACKING_USERNAME": "<YOUR_VALUE>",
        "MLFLOW_TRACKING_PASSWORD": "<YOUR_VALUE>",
        "MLFLOW_EXPERIMENT_ID": "<YOUR_VALUE>",
        "MLFLOW_TOOLS": "<YOUR_VALUE>",
        "MLFLOW_DISABLE": "<YOUR_VALUE>",
        "MLFLOW_ALLOW_WRITE": "<YOUR_VALUE>"
      }
    }
  }
}

MLFLOW_TRACKING_URI required — MLflow tracking server URI (e.g. http://localhost:5050, https://mlflow.example.com).
MLFLOW_TRACKING_TOKEN secret — Bearer token for authenticated MLflow servers (e.g. Databricks).
MLFLOW_TRACKING_USERNAME — Basic-auth username (alternative to token).
MLFLOW_TRACKING_PASSWORD secret — Basic-auth password (alternative to token).
MLFLOW_EXPERIMENT_ID — Default experiment ID for run-creation tools.
MLFLOW_TOOLS — Comma-separated category allowlist. Default: all categories enabled.
MLFLOW_DISABLE — Comma-separated category disablelist.
MLFLOW_ALLOW_WRITE — Set to 'true' to enable write/destructive tools. Default read-only.