ML Referee MCP Server: Install & Setup

Install ML Referee in Claude Code

Claude Code

claude mcp add --transport http ml-referee https://api.mlreferee.com/mcp

mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)

{
  "mcpServers": {
    "ml-referee": {
      "url": "https://api.mlreferee.com/mcp"
    }
  }
}

Frequently asked questions

What does the ML Referee MCP server do?

Evaluate ML features beyond a baseline and test bounded feature repairs. Invite-only beta.

Is the ML Referee MCP server free?

The server is free, but you will likely need an account. The server itself is free, but it connects to a service that needs an account or API key, which may have paid tiers. Check the provider for current pricing.

Does ML Referee run locally or remotely?

Remote. Hosted by the provider. You connect with a URL, nothing to install.

How do I add ML Referee to Claude Code?

Run: claude mcp add --transport http ml-referee https://api.mlreferee.com/mcp

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