MLflow MCP

none★ 12development

MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry.

Install

How to run this server

[ { "cmd": "npx @modelcontextprotocol/inspector", "imports": [] } ]

server path: mlflow-mcp

Tools

What this server exposes

search_experiments

Search for MLflow experiments by name or tags

get_experiment

Get details of a specific MLflow experiment

create_experiment

Create a new MLflow experiment

search_runs

Search for runs in an MLflow experiment

get_run

Get details of a specific MLflow run

log_param

Log a parameter to an MLflow run

log_metric

Log a metric to an MLflow run

log_artifact

Log an artifact to an MLflow run

list_artifacts

List artifacts in an MLflow run

download_artifact

Download an artifact from an MLflow run

search_model_registry

Search for registered models in MLflow Model Registry

get_model_version

Get details of a specific model version

transition_model_version_stage

Transition a model version to a new stage

Configuration

Environment & auth

authnone

envMLFLOW_TRACKING_TOKEN

Resources