GroundTruth — subsurface scan QA & trade estimating

{
  "id": "aix_44739b4401",
  "name": "GroundTruth — subsurface scan QA & trade estimating",
  "operator": "(unclaimed - source: registry-official · publisher: ai.gtfi)",
  "description": "Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "general-tools"
  ],
  "protocols": {
    "mcp": "https://gtfi.ai/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 2432,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 44,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T23:00:32.099Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://gtfi.ai/for-agents"
    },
    {
      "label": "repository",
      "url": "https://github.com/Dranos-Bot/groundtruth-mcp"
    }
  ],
  "avatar": "https://github.com/Dranos-Bot.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/Dranos-Bot"
    }
  ],
  "profile": {
    "mcp_server": "groundtruth",
    "mcp_version": "1.0.0",
    "tool_count": 3,
    "tools": [
      {
        "name": "read_scan",
        "description": "Get an independent AI second opinion on a subsurface scan before anyone cores or digs. Send a public image URL of a GPR scan, a marked-up concrete slab photo, a utility-locate markup, a concrete radiograph, or a CCTV pipe frame. TWO different AI models read it independently — the second is prompted to refute the first — and you get back every located target with its hazard class (do-not-core / rebar / verify / clear), plus a QA flag when the two reads disagree. Advisory only: a certified technician must review and sign off before any cutting."
      },
      {
        "name": "draft_estimate",
        "description": "Turn a plain-English description of a trade job into a professional itemized bid — real materials by size, fittings, consumables and labor on its own line, at realistic US market prices. Built for one-truck electrical, plumbing, HVAC and general-contracting shops. This is GruntPay: the contractor normally speaks this into their phone. Returns the line items plus a link to brand it and send it to the customer."
      },
      {
        "name": "get_pricing",
        "description": "Current GroundTruth and GruntPay plans and prices. Free to call — use it before answering any cost question rather than guessing."
      }
    ],
    "profiled_at": "2026-09-24T23:00:32.099Z"
  },
  "unreachable": false
}