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io.github.us-all/mlflow

io.github.us-all/mlflow·v1.11.2·Other
Quality Score
85
/100

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

Repository →
§01  Install
Claude Desktop (claude_desktop_config.json)
{
  "mcpServers": {
    "mlflow": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<mlflow_tracking_uri>",
        "MLFLOW_TRACKING_TOKEN": "<your-mlflow_tracking_token>",
        "MLFLOW_TRACKING_USERNAME": "<mlflow_tracking_username>",
        "MLFLOW_TRACKING_PASSWORD": "<your-mlflow_tracking_password>",
        "MLFLOW_EXPERIMENT_ID": "<mlflow_experiment_id>",
        "MLFLOW_TOOLS": "<mlflow_tools>",
        "MLFLOW_DISABLE": "<mlflow_disable>",
        "MLFLOW_ALLOW_WRITE": "false"
      }
    }
  }
}
Cursor (.cursor/mcp.json)
{
  "mcpServers": {
    "mlflow": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<mlflow_tracking_uri>",
        "MLFLOW_TRACKING_TOKEN": "<your-mlflow_tracking_token>",
        "MLFLOW_TRACKING_USERNAME": "<mlflow_tracking_username>",
        "MLFLOW_TRACKING_PASSWORD": "<your-mlflow_tracking_password>",
        "MLFLOW_EXPERIMENT_ID": "<mlflow_experiment_id>",
        "MLFLOW_TOOLS": "<mlflow_tools>",
        "MLFLOW_DISABLE": "<mlflow_disable>",
        "MLFLOW_ALLOW_WRITE": "false"
      }
    }
  }
}
Cline (cline_mcp_settings.json)
npx -y @us-all/mlflow-mcp
§02  Environment variables
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.

§03  MCP Quality Score  ·  methodology
freshness
25
completeness
10
installability
25
documentation
15
stability
10
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