Slop Detector

{
  "protocolVersion": "0.2.0",
  "name": "Slop Detector",
  "description": "Score any landing page against the AI-design-slop fingerprint. Deterministic, weighted 0-100 scoring on real headless Chromium, plus an AEO axis (can AI engines read & cite a page). Open source, MIT.",
  "url": "https://slop-detect.com",
  "preferredTransport": "JSONRPC",
  "version": "0.5.1",
  "documentationUrl": "https://slop-detect.com/llms.txt",
  "provider": {
    "organization": "Slop Detector",
    "url": "https://slop-detect.com"
  },
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "defaultInputModes": [
    "application/json",
    "text/plain"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "skills": [
    {
      "id": "scan_page",
      "name": "Scan page for design slop",
      "description": "Open a URL in headless Chromium and score it 0-100 against the deterministic AI-design-slop fingerprint. Optionally score the copy axis.",
      "tags": [
        "design",
        "slop",
        "audit",
        "landing-page",
        "ai-generated"
      ],
      "examples": [
        "Scan https://example.com for AI-design slop",
        "How AI-generated does stripe.com look?"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "check_aeo",
      "name": "Check AEO readability",
      "description": "Score whether AI engines (ChatGPT, Claude, Perplexity, Google AI Overviews) can fetch, read and cite a page. Higher is better.",
      "tags": [
        "aeo",
        "ai-seo",
        "crawlability",
        "llms-txt"
      ],
      "examples": [
        "Can ChatGPT read and cite https://example.com?"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "fix_prompt",
      "name": "Build a de-slop fix prompt",
      "description": "Generate a ready-to-paste prompt that tells a coding agent how to fix the slop patterns found on a page.",
      "tags": [
        "fix",
        "prompt",
        "refactor",
        "de-slop"
      ],
      "examples": [
        "Give me a prompt to fix the slop on https://example.com"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    }
  ],
  "contact": {
    "email": "ravidsrk@gmail.com",
    "url": "https://github.com/ravidsrk/slop-detect/issues"
  }
}