How do I install mlflow?

Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.

No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.

How is the trust score calculated?

This listing scores 13 (Limited). The formula is published on the methodology page.

MCPpedia

mlflow MCP Server — Install for Claude, Cursor & VS Code | MCPpedia

mlflow MCP Server

Name: mlflow MCP Server
Author: us-all

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

Tools Versions Alternatives

Registryus-all

13Limited

Install

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

{
  "mcpServers": {
    "us-all-mlflow-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp@1.12.7"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "",
        "MLFLOW_TRACKING_TOKEN": "YOUR_MLFLOW_TRACKING_TOKEN",
        "MLFLOW_TRACKING_USERNAME": "",
        "MLFLOW_TRACKING_PASSWORD": "YOUR_MLFLOW_TRACKING_PASSWORD",
        "MLFLOW_EXPERIMENT_ID": "",
        "MLFLOW_TOOLS": "",
        "MLFLOW_DISABLE": "",
        "MLFLOW_ALLOW_WRITE": "false"
      }
    }
  }
}

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Environment

Name	Required	Notes
MLFLOW_TRACKING_URI	Yes	MLflow tracking server URI (e.g. http://localhost:5050, https://mlflow.example.com).
MLFLOW_TRACKING_TOKEN	No	Bearer token for authenticated MLflow servers (e.g. Databricks). Secret.
MLFLOW_TRACKING_USERNAME	No	Basic-auth username (alternative to token).
MLFLOW_TRACKING_PASSWORD	No	Basic-auth password (alternative to token). Secret.
MLFLOW_EXPERIMENT_ID	No	Default experiment ID for run-creation tools.
MLFLOW_TOOLS	No	Comma-separated category allowlist. Default: all categories enabled.
MLFLOW_DISABLE	No	Comma-separated category disablelist.
MLFLOW_ALLOW_WRITE	No	Set to 'true' to enable write/destructive tools. Default read-only.

mlflow MCP Server

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