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

stdiocommunityservice

Package Details

Transportstdio

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
Default:false

Set to 'true' to enable write/destructive tools. Default read-only.