mlflow-mcp
mlflow-mcp is an MCP server. It reaches mlflow. It needs MLFLOW_TRACKING_PASSWORD and MLFLOW_TRACKING_TOKEN to authenticate. Its repository has 15 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry.
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. mlflow-mcp’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry.
Common questions about mlflow-mcp
- What does mlflow-mcp do?
- MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry.
- How do I install mlflow-mcp?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/kkruglik/mlflow-mcp
- What does mlflow-mcp connect to, and what does it need?
- It reaches mlflow. The credentials we found in its source are MLFLOW_TRACKING_PASSWORD and MLFLOW_TRACKING_TOKEN.
- Is mlflow-mcp official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 15 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-08-08.
- What licence does mlflow-mcp use?
- The repository declares the MIT licence.