GroundTruth — subsurface scan QA & trade estimating MCP Server

by gtfi Your server? Claim it

answering

GroundTruth — subsurface scan QA & trade estimating is answering right now. Last checked 8 min ago. It exposes 3 tools. Last commit 26 Jul 2026.

Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call.

Uptime history 91 days of history · worst day 93%

91 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

410 ms

Response time

average over 24h

Stars

last commit 26 Jul 2026

Nothing serious here today

Today is the operative word: we check GroundTruth — subsurface scan QA & trade estimating every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 8 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add groundtruth --transport http https://gtfi.ai/mcp

Settings → Connectors → Add custom connector, then paste this address

https://gtfi.ai/mcp

~/.codex/config.toml

[mcp_servers.groundtruth]
url = "https://gtfi.ai/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "groundtruth": {
      "url": "https://gtfi.ai/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "groundtruth": {
      "type": "http",
      "url": "https://gtfi.ai/mcp"
    }
  }
}

Available tools 3

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

draft

draft_estimate

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.

pricing

get_pricing

Current GroundTruth and GruntPay plans and prices. Free to call — use it before answering any cost question rather than guessing.

scan

read_scan

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.

Endpoints

URL	Transport	State	Latency	Checked
https://gtfi.ai/mcp	streamable-http	answering	453 ms	8 min ago

Alternatives to GroundTruth — subsurface scan QA & trade estimating

same job, measured the same way

llmshift

by dechuks-hub

Find retiring LLM calls in code and test the replacement model on real traffic before switching.

467 installs/wk local only

Groundwork

by nickjlamb

Deployment-readiness checks for document-QA and extraction AI: grounding, extraction, CI gate.

51 installs/wk local only

Ptally

by ptally

Insurance pricing: build, validate and test rating models, then price quotes from your AI client.

13 tools answering

RealRun

by baseledgerip-realrun

Independent AI model test scores on 5 tasks: inbox, scheduling, receipts, finance, support replies.

4 tools answering

claimseed

by claimseed

Synthetic US medical-billing documents (PDF and ground truth) for testing extractors and agents

844 installs/wk local only

Local Coding Agent

by pvnc228

Delegate small coding tasks to local Ollama/llama.cpp models; patches gated by real test runs.

658 installs/wk local only

Sidecrew

by lvlrsajjad

Code changes and unit tests by local MLX models, behind a gate a machine can run.

55 installs/wk local only

Quantum Readiness Scan

by quantumreadiness

Local crypto inventory for developers and AI agents; coverage and limits inside the CBOM.

4 614 installs/wk local only

GroundTruth — subsurface scan QA & trade estimating — questions

Answers built from our own checks of this server.

What can GroundTruth — subsurface scan QA & trade estimating do?

It exposes 3 tools, read directly from the server on our last check. Among them: draft_estimate, get_pricing, read_scan. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is GroundTruth — subsurface scan QA & trade estimating working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 410 ms. The bar chart above shows every period we have measured.

How do I connect GroundTruth — subsurface scan QA & trade estimating?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does GroundTruth — subsurface scan QA & trade estimating need an API key?

No. GroundTruth — subsurface scan QA & trade estimating completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 3 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is GroundTruth — subsurface scan QA & trade estimating?

It answers our handshake in 410 ms on average, which is faster than 32% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is GroundTruth — subsurface scan QA & trade estimating open source?

The code is open source: it is published under the MIT licence and 0 stars on GitHub. The licence covers the code in the repository, not the hosted service at gtfi.ai, which runs on its operator's own terms.