io.github.us-all/mlflowai

mlflow

Verified · 18 days ago

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

Install

claude mcp add mlflow -- npx -y @us-all/[email protected]

Requires: MLFLOW_TRACKING_URI, MLFLOW_TRACKING_TOKEN, MLFLOW_TRACKING_USERNAME, MLFLOW_TRACKING_PASSWORD, MLFLOW_EXPERIMENT_ID, MLFLOW_TOOLS, MLFLOW_DISABLE, MLFLOW_ALLOW_WRITE

Our take

Brings MLflow entities such as experiments, runs, model registry versions, traces, and assessments into MCP, with explicit alignment to MLflow 3. It is for ML platform teams and practitioners who already use MLflow and want agent access to tracking and model-management workflows. The integration target is credible and practical, but the low-visibility footprint makes this look more like an emerging connector than a proven standard.

reviewed by hand · 2026-07-09

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Verification record

last verified
18 days ago
github stars
1
last commit
3 mo ago
archived
no
license
MIT
latest version
1.12.7
in registry since
2026-06-19

github.com/us-all/mlflow-mcp-server

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