MLflow MCP

An MCP server providing end-to-end coverage for MLflow 3, including experiments, runs, registered models, model versions, logged models, traces, and assessments. It supports token-efficient extraction, run comparisons, failure mode clustering, and aggregation tools for AI debugging, available via stdio and Streamable HTTP transports.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Community listingLocal stdioSource reviewed; not executedPublished by us-all

Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

Popularity 1 GitHub star

What you can do with it

Find the run with the highest validation accuracy in an experiment
Group trace failures by exception type and surface common errors
Compare top runs by validation loss and show differing hyperparameters
Get the latest version of a registered model with its training metrics

Source and maintenance

Community listingRegistry 1.12.7MIT

mcp-registry: io.github.us-all/mlflow@1.12.7 Source repository

Last repository push: Jul 10, 2026, 1:28 AM UTC
Latest release: v1.12.7
Maintenance checked: Nov 2, 2026, 5:26 PM UTC

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

@us-all/mlflow-mcp 1.12.7

npm

@us-all/mlflow-mcp package definition

{
  "version": "1.12.7",
  "transport": "stdio",
  "identifier": "@us-all/mlflow-mcp",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "MLFLOW_TRACKING_URI",
      "isRequired": true,
      "description": "MLflow tracking server URI (e.g. http://localhost:5050, https://mlflow.example.com)."
    },
    {
      "name": "MLFLOW_TRACKING_TOKEN",
      "description": "Bearer token for authenticated MLflow servers (e.g. Databricks)."
    },
    {
      "name": "MLFLOW_TRACKING_USERNAME",
      "description": "Basic-auth username (alternative to token)."
    },
    {
      "name": "MLFLOW_TRACKING_PASSWORD",
      "description": "Basic-auth password (alternative to token)."
    },
    {
      "name": "MLFLOW_EXPERIMENT_ID",
      "description": "Default experiment ID for run-creation tools."
    },
    {
      "name": "MLFLOW_TOOLS",
      "description": "Comma-separated category allowlist. Default: all categories enabled."
    },
    {
      "name": "MLFLOW_DISABLE",
      "description": "Comma-separated category disablelist."
    },
    {
      "name": "MLFLOW_ALLOW_WRITE",
      "default": "false",
      "description": "Set to 'true' to enable write/destructive tools. Default read-only."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 2, 2026, 5:26 PM UTC · repository · passed · metadata changed · updated
Nov 2, 2026, 5:26 PM UTC · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "mlflow-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp@1.12.7"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<YOUR_MLFLOW_TRACKING_URI>",
        "MLFLOW_TRACKING_TOKEN": "<YOUR_MLFLOW_TRACKING_TOKEN>",
        "MLFLOW_TRACKING_USERNAME": "<YOUR_MLFLOW_TRACKING_USERNAME>",
        "MLFLOW_TRACKING_PASSWORD": "<YOUR_MLFLOW_TRACKING_PASSWORD>",
        "MLFLOW_EXPERIMENT_ID": "<YOUR_MLFLOW_EXPERIMENT_ID>",
        "MLFLOW_TOOLS": "<YOUR_MLFLOW_TOOLS>",
        "MLFLOW_DISABLE": "<YOUR_MLFLOW_DISABLE>",
        "MLFLOW_ALLOW_WRITE": "<YOUR_MLFLOW_ALLOW_WRITE>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "mlflow-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp@1.12.7"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<YOUR_MLFLOW_TRACKING_URI>",
        "MLFLOW_TRACKING_TOKEN": "<YOUR_MLFLOW_TRACKING_TOKEN>",
        "MLFLOW_TRACKING_USERNAME": "<YOUR_MLFLOW_TRACKING_USERNAME>",
        "MLFLOW_TRACKING_PASSWORD": "<YOUR_MLFLOW_TRACKING_PASSWORD>",
        "MLFLOW_EXPERIMENT_ID": "<YOUR_MLFLOW_EXPERIMENT_ID>",
        "MLFLOW_TOOLS": "<YOUR_MLFLOW_TOOLS>",
        "MLFLOW_DISABLE": "<YOUR_MLFLOW_DISABLE>",
        "MLFLOW_ALLOW_WRITE": "<YOUR_MLFLOW_ALLOW_WRITE>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "mlflow-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp@1.12.7"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<YOUR_MLFLOW_TRACKING_URI>",
        "MLFLOW_TRACKING_TOKEN": "<YOUR_MLFLOW_TRACKING_TOKEN>",
        "MLFLOW_TRACKING_USERNAME": "<YOUR_MLFLOW_TRACKING_USERNAME>",
        "MLFLOW_TRACKING_PASSWORD": "<YOUR_MLFLOW_TRACKING_PASSWORD>",
        "MLFLOW_EXPERIMENT_ID": "<YOUR_MLFLOW_EXPERIMENT_ID>",
        "MLFLOW_TOOLS": "<YOUR_MLFLOW_TOOLS>",
        "MLFLOW_DISABLE": "<YOUR_MLFLOW_DISABLE>",
        "MLFLOW_ALLOW_WRITE": "<YOUR_MLFLOW_ALLOW_WRITE>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "mlflow-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp@1.12.7"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<YOUR_MLFLOW_TRACKING_URI>",
        "MLFLOW_TRACKING_TOKEN": "<YOUR_MLFLOW_TRACKING_TOKEN>",
        "MLFLOW_TRACKING_USERNAME": "<YOUR_MLFLOW_TRACKING_USERNAME>",
        "MLFLOW_TRACKING_PASSWORD": "<YOUR_MLFLOW_TRACKING_PASSWORD>",
        "MLFLOW_EXPERIMENT_ID": "<YOUR_MLFLOW_EXPERIMENT_ID>",
        "MLFLOW_TOOLS": "<YOUR_MLFLOW_TOOLS>",
        "MLFLOW_DISABLE": "<YOUR_MLFLOW_DISABLE>",
        "MLFLOW_ALLOW_WRITE": "<YOUR_MLFLOW_ALLOW_WRITE>"
      }
    }
  }
}

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