MCP Server

io.github.us-all/mlflow MCP Server

Name: io.github.us-all/mlflow MCP Server
Author: io.github.us-all

io.github.us-all/mlflow

Repository Registry

What is the io.github.us-all/mlflow MCP server?

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

How to install io.github.us-all/mlflow

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

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

Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mlflow": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "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>"
      }
    }
  }
}

Cursor

~/.cursor/mcp.json

{
  "mcpServers": {
    "mlflow": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "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>"
      }
    }
  }
}

Windsurf

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "mlflow": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "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

.vscode/mcp.json

{
  "servers": {
    "mlflow": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "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 Code

claude mcp add mlflow --env MLFLOW_TRACKING_URI=<YOUR_MLFLOW_TRACKING_URI> --env MLFLOW_TRACKING_TOKEN=<YOUR_MLFLOW_TRACKING_TOKEN> --env MLFLOW_TRACKING_USERNAME=<YOUR_MLFLOW_TRACKING_USERNAME> --env MLFLOW_TRACKING_PASSWORD=<YOUR_MLFLOW_TRACKING_PASSWORD> --env MLFLOW_EXPERIMENT_ID=<YOUR_MLFLOW_EXPERIMENT_ID> --env MLFLOW_TOOLS=<YOUR_MLFLOW_TOOLS> --env MLFLOW_DISABLE=<YOUR_MLFLOW_DISABLE> --env MLFLOW_ALLOW_WRITE=<YOUR_MLFLOW_ALLOW_WRITE> -- npx -y @us-all/mlflow-mcp

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