Slop-eval MCP Server

Score AI-generated UI for genericness with an LLM judge, so a CI check catches the same "this looks like every other AI-built app" problem a human reviewer would flag on sight.

Local serverstdioApache-2.0

What is the Slop-eval MCP Server?

slop-eval is an MCP project maintained in the rudrendupaul/slop-eval repository. The maintainer describes its purpose as “Score AI-generated UI for genericness with an LLM judge, so a CI check catches the same "this looks like every other AI-built app" problem a…”. Read the project documentation for the complete scope.

Local setup

The project provides a local client configuration using slop-eval-mcp. Follow the repository’s build and installation steps before copying it, and replace example paths with the paths on your own computer.

Configuration values

The example declares ANTHROPIC_API_KEY. Secret-looking values have been replaced with placeholders. Required and optional labels are shown only when the documentation states them.

Source

Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.

How to install the Slop-eval MCP Server

{
  "mcpServers": {
    "slop-eval": {
      "command": "slop-eval-mcp",
      "env": {
        "ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.