Mlflow MCP Server

by us-allio.github.us-all/mlflowv1.12.7

MLflow experiments, runs, registered models, model versions, traces and assessments, with MLflow 3 GenAI trace support and workflow prompts.

1Node.jsstdioofficial registry

context tax

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security

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cold start

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freshness

Slowing3mo ago

Install Mlflow MCP server

claude mcp add mlflow -e MLFLOW_TRACKING_URI='<mlflow-tracking-uri>' -e MLFLOW_TRACKING_TOKEN='<mlflow-tracking-token>' -e MLFLOW_TRACKING_PASSWORD='<mlflow-tracking-password>' -- npx -y @us-all/mlflow-mcp

{
  "mcpServers": {
    "mlflow": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<mlflow-tracking-uri>",
        "MLFLOW_TRACKING_TOKEN": "<mlflow-tracking-token>",
        "MLFLOW_TRACKING_PASSWORD": "<mlflow-tracking-password>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "mlflow": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<mlflow-tracking-uri>",
        "MLFLOW_TRACKING_TOKEN": "<mlflow-tracking-token>",
        "MLFLOW_TRACKING_PASSWORD": "<mlflow-tracking-password>"
      }
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "mlflow": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<mlflow-tracking-uri>",
        "MLFLOW_TRACKING_TOKEN": "<mlflow-tracking-token>",
        "MLFLOW_TRACKING_PASSWORD": "<mlflow-tracking-password>"
      }
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "mlflow": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<mlflow-tracking-uri>",
        "MLFLOW_TRACKING_TOKEN": "<mlflow-tracking-token>",
        "MLFLOW_TRACKING_PASSWORD": "<mlflow-tracking-password>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Configuration

Variable	Required	Secret	Description
MLFLOW_TRACKING_URI	yes	—	MLflow tracking server URI (e.g. http://localhost:5050, https://mlflow.example.com).
MLFLOW_TRACKING_TOKEN	—	yes	Bearer token for authenticated MLflow servers (e.g. Databricks).
MLFLOW_TRACKING_USERNAME	—	—	Basic-auth username (alternative to token).
MLFLOW_TRACKING_PASSWORD	—	yes	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.

Freshness

Slowing — last maintenance signal 3mo ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-07-10 · 3mo ago · GitHub
Latest release
2026-06-19 · 4mo ago · GitHub · v1.12.7
Package published
no data · npm/PyPI
Registry entry updated
2026-06-19 · 4mo ago · official registry · v1.12.7

FAQ

›How do I install the Mlflow MCP server in Claude Code?

Run: claude mcp add mlflow -e MLFLOW_TRACKING_URI='<mlflow-tracking-uri>' -e MLFLOW_TRACKING_TOKEN='<mlflow-tracking-token>' -e MLFLOW_TRACKING_PASSWORD='<mlflow-tracking-password>' -- npx -y @us-all/mlflow-mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Mlflow require an API key?

Yes. It expects MLFLOW_TRACKING_URI, MLFLOW_TRACKING_TOKEN, MLFLOW_TRACKING_PASSWORD, of which 2 are secrets.

›Can I use Mlflow as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Mlflow in the official MCP registry?

Yes, as io.github.us-all/mlflow.