{
  "protocolVersion": "0.3.0",
  "name": "Why Won't AI Mention My Product",
  "description": "Checks how search and AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Googlebot and others) see a website: robots.txt access for 17 crawlers, and full AI visibility scans scored across six SEO, AEO and GEO categories.",
  "version": "0.1.0",
  "url": "https://mcp.whywontai.com/a2a",
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      "protocolVersion": "0.3"
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      "url": "https://mcp.whywontai.com/a2a",
      "transport": "JSONRPC"
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    "organization": "Why Won't AI Mention My Product",
    "url": "https://whywontai.com"
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  "iconUrl": "https://whywontai.com/icon-512.png",
  "documentationUrl": "https://whywontai.com/mcp-server",
  "capabilities": {
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    "pushNotifications": false,
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      "type": "oauth2",
      "description": "Sign in with a whywontai.com account. Needed for scan-site and get-scan.",
      "oauth2MetadataUrl": "https://whywontai.com/.well-known/oauth-authorization-server",
      "flows": {
        "authorizationCode": {
          "authorizationUrl": "https://whywontai.com/oauth/authorize",
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    "apiKey": {
      "type": "http",
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      "description": "A wwai_ API key from https://whywontai.com/dashboard."
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  "skills": [
    {
      "id": "check-robots",
      "name": "Check AI crawler access",
      "description": "Which of 17 search and AI crawlers a site's robots.txt allows, with the deciding rule. No sign-in needed (daily limit).",
      "tags": [
        "robots.txt",
        "ai crawlers",
        "seo"
      ],
      "examples": [
        "check robots.txt for example.com",
        "{\"skill\": \"check-robots\", \"url\": \"example.com\", \"path\": \"/blog\"}"
      ],
      "inputModes": [
        "text/plain",
        "application/json"
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      "name": "Start an AI visibility scan",
      "description": "Starts a full scan of a website and returns a scan ID. Needs a whywontai.com account.",
      "tags": [
        "seo",
        "aeo",
        "geo",
        "audit"
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      "id": "get-scan",
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      "description": "Status, score, category scores and top issues of a scan. Needs the same account.",
      "tags": [
        "seo",
        "report"
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      "examples": [
        "get scan 1b4e28ba-2fa1-11d2-883f-0016d3cca427"
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          "oauth": [
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}