{"serverId":"mcp-registry/ai.gtfi/groundtruth","tools":[{"name":"draft_estimate","fixed":{"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.","inputSchema":{"type":"object","required":["job_description"],"properties":{"trade":{"type":"string","description":"electrical, plumbing, hvac, or general. Defaults to general."},"job_description":{"type":"string","description":"What the contractor did or will do, in plain words. e.g. \"Replaced the panel, 85 feet of conduit, 8 can lights, 16 hours.\""}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":226,"tokensAfter":226},{"name":"get_pricing","fixed":{"name":"get_pricing","description":"Current GroundTruth and GruntPay plans and prices. Free to call — use it before answering any cost question rather than guessing.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":60,"tokensAfter":60},{"name":"read_scan","fixed":{"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 technic","inputSchema":{"type":"object","required":["image_url"],"properties":{"image_url":{"type":"string","description":"Public https URL to a JPEG or PNG of the scan or the marked-up surface. Max 8 MB."},"discipline":{"type":"string","description":"One of: gpr (concrete scanning), locate (utility locating), pipe (CCTV sewer), xray (concrete radiograph), milestone (FL SB 4-D condo concrete). Defaults to gpr."},"field_note":{"type":"string","description":"Optional: what the technician said on site. Used as context for names and depths only — it can never clear a hazard the image shows."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":313,"tokensAfter":313}],"toolsChanged":3,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}