{
 "id": "com.surfacedby/ai-visibility",
 "name": "SurfacedBy AI Visibility & GEO Audit",
 "description": "Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.",
 "connect": {
  "transport": "streamable-http",
  "url": "https://api.surfacedby.com/api/v1/mcp/public/"
 },
 "website": "https://surfacedby.com/tools/chatgpt-ai-visibility",
 "version": "1.0.1",
 "source": "official MCP registry (registry.modelcontextprotocol.io)",
 "reliability": {
  "verdict": "reliable",
  "attempts": 31,
  "successes": 31,
  "successRate": 1,
  "consecutiveSuccesses": 31,
  "lastStatus": "ok",
  "lastCheckedAt": "2026-10-19T13:30:56.370Z",
  "lastLatencyMs": 8700,
  "toolsAdvertised": 5,
  "method": "MCP initialize + tools/list from Faceabot, identified as FaceabotProbe/1.0 plus, when the server declares a read-only tool (readOnlyHint), one call of that tool with a neutral sample input to check it really returns a result. Servers on the 2026-07-28 MCP revision (no initialize handshake) get the same checks in that revision",
  "work": {
   "verdict": "not_working",
   "tool": "surfacedby_get_ai_source_landscape",
   "attempts": 21,
   "successes": 6,
   "successRate": 0.286,
   "consecutiveSuccesses": 0,
   "lastStatus": "tool_error",
   "lastMs": 4200,
   "sampleInput": "{}",
   "method": "Faceabot calls one read-only tool (annotations.readOnlyHint) with a neutral sample input and checks that it returns a non-empty result without error."
  }
 },
 "details": "https://faceabot.com/api/catalog?id=com.surfacedby%2Fai-visibility",
 "page": "https://faceabot.com/tools/com.surfacedby/ai-visibility",
 "badge": {
  "image": "https://faceabot.com/badge/com.surfacedby/ai-visibility.svg",
  "markdown": "[![Measured by Faceabot](https://faceabot.com/badge/com.surfacedby/ai-visibility.svg)](https://faceabot.com/tools/com.surfacedby/ai-visibility)",
  "note": "Live reliability badge the publisher of this server can show on its README or website."
 },
 "recentChecks": [
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   "at": "2026-10-19T13:30:56.370Z",
   "ok": 1,
   "status": "ok",
   "ms": 8700,
   "f_status": "tool_error"
  },
  {
   "at": "2026-10-18T21:40:44.541Z",
   "ok": 1,
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   "f_status": "tool_error"
  },
  {
   "at": "2026-10-18T07:50:44.252Z",
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   "status": "ok",
   "ms": 5611,
   "f_status": "tool_error"
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  {
   "at": "2026-10-18T00:00:47.206Z",
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   "ms": 6675,
   "f_status": "tool_error"
  },
  {
   "at": "2026-10-17T15:50:44.166Z",
   "ok": 1,
   "status": "ok",
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   "f_status": "tool_error"
  },
  {
   "at": "2026-10-17T07:45:50.662Z",
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   "at": "2026-10-16T23:50:45.201Z",
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   "at": "2026-10-16T02:45:57.843Z",
   "ok": 1,
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   "ms": 6720,
   "f_status": "tool_error"
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   "at": "2026-10-15T19:45:56.500Z",
   "ok": 1,
   "status": "ok",
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   "f_status": "tool_error"
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   "at": "2026-10-15T13:01:06.148Z",
   "ok": 1,
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   "f_status": "tool_error"
  },
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   "at": "2026-10-15T06:25:30.097Z",
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   "f_status": "tool_error"
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   "at": "2026-10-14T23:50:30.430Z",
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   "f_status": "tool_error"
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   "at": "2026-10-14T17:25:18.630Z",
   "ok": 1,
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   "f_status": "tool_error"
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   "f_status": "ok"
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   "ok": 1,
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   "f_status": "ok"
  },
  {
   "at": "2026-10-13T15:35:52.458Z",
   "ok": 1,
   "status": "ok",
   "ms": 7115,
   "f_status": "ok"
  },
  {
   "at": "2026-10-13T09:25:59.674Z",
   "ok": 1,
   "status": "ok",
   "ms": 8140,
   "f_status": "ok"
  }
 ],
 "trust": {
  "access": "no sign-in needed",
  "tools": 5,
  "declaredReadOnly": 5,
  "declaredCanWrite": 0,
  "declaredDestructive": 0,
  "toolDefinitionsFingerprint": "dfa7e20ab4963a5f6d995ca4b1092ca3",
  "toolDefinitionsLastChangedAt": null,
  "toolDefinitionChangesSinceFirstSeen": 0,
  "firstSeenAt": "2026-10-18T00:00:47.375Z",
  "protocol": "2025-06-18",
  "warnings": [],
  "note": "Facts observed by Faceabot when it last read this server's tool list. 'Can write' counts tools not declared read-only (annotations are self-declared). A changed fingerprint means tool names, descriptions or schemas changed since Faceabot first saw them: re-check before trusting an earlier approval."
 }
}