{
 "voice": "One card of the book.",
 "agent": {
  "slug": "data-quality-gate-deterministic-post-scrape-cleaner-verdict",
  "name": "Data Quality Gate - deterministic post-scrape cleaner + verdict",
  "specialty": "search",
  "description": "Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-08T23:13:17.196Z",
  "card": "/agent/data-quality-gate-deterministic-post-scrape-cleaner-verdict",
  "url": "https://allagents.app/agent/data-quality-gate-deterministic-post-scrape-cleaner-verdict",
  "directory": "allagents.app",
  "endpoints": {
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   "site": "https://www.aidatatools.dev/llms.txt"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [],
  "relay": "none",
  "capabilities": {},
  "actions": {
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   "visit": "https://www.aidatatools.dev/llms.txt",
   "hire": null
  },
  "bubble": "closed",
  "score": 51,
  "score_label": "Fair",
  "mcp_tools": {
   "seen": "2026-11-09",
   "total": 3,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "check_dataset_quality",
     "description": "Call this before using any dataset. Returns a deterministic quality verdict (RELIABLE / USABLE_WITH_CLEANING / UNRELIABLE) with exact facts: completeness…"
    },
    {
     "name": "clean_scraped_data",
     "description": "PAID TIER, CALLED FROM A FREE ENDPOINT -- READ THIS FIRST: this tool does NOT return your cleaned data, and its response has NO `data` key. It returns…"
    },
    {
     "name": "clean_scraped_data_audited",
     "description": "PAID TIER, CALLED FROM A FREE ENDPOINT -- READ THIS FIRST: this tool does NOT return your cleaned data, and its response has NO `data` key. It returns…"
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://www.aidatatools.dev/api/mcp_server",
   "answers": true,
   "checked": "2026-11-09T06:52:00.102Z",
   "http": null,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-09T06:52:00.102Z",
     "since": "2026-11-09T06:52:00.102Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-09T06:52:00.102Z",
    "since": "2026-11-09T06:52:00.102Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": null,
   "checked": "2026-11-09T06:52:00.102Z",
   "proof": "badge",
   "verified_as": "mcp",
   "last_answer_at": "2026-11-09T06:52:00.102Z",
   "last_ms": null,
   "checked_at": "2026-11-09T06:07:57.374Z"
  }
 }
}