Koskamo

slop-eval MCP

Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output. It scores 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.

Package and access

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

slop-eval MCP logo, by RudrenduPaulCommunity listingLocal stdioSource reviewed; not executedPublished by RudrenduPaul
Vendor documentation

What you can do with it

  • Score AI-generated UI for genericness
  • Run CI checks for AI UI quality gates
  • Use library API for agent quality assessment

Source and maintenance

Community listingRegistry 0.1.4
mcp-registry: io.github.RudrenduPaul/slop-eval@0.1.4Source repository
Maintenance checked

Packages and installation

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

slop-eval-cli 0.1.4

pypiuvx
slop-eval-cli package definition
{
  "version": "0.1.4",
  "transport": "stdio",
  "identifier": "slop-eval-cli",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "packageArguments": [
    {
      "type": "positional",
      "value": "slop-eval-mcp",
      "valueHint": "script_name"
    }
  ],
  "runtimeArguments": [
    {
      "name": "--from",
      "type": "named",
      "value": "slop-eval-cli"
    }
  ]
}

Tools

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

No tool definitions available.

Connect from your client

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

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "slop-eval-mcp": {
      "command": "uvx",
      "args": [
        "slop-eval-cli==0.1.4",
        "slop-eval-mcp"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "slop-eval-mcp": {
      "command": "uvx",
      "args": [
        "slop-eval-cli==0.1.4",
        "slop-eval-mcp"
      ]
    }
  }
}

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": {
    "slop-eval-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "slop-eval-cli==0.1.4",
        "slop-eval-mcp"
      ]
    }
  }
}

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": {
    "slop-eval-mcp": {
      "command": "uvx",
      "args": [
        "slop-eval-cli==0.1.4",
        "slop-eval-mcp"
      ]
    }
  }
}

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