ClaimGPT Developer Guide

Production MCP endpoint

https://claim-gpt.com/mcp

Required public routes:

/ — landing
/privacy — privacy policy
/support — support contact
/status — service metadata
/healthz — health probe

Setup steps

Open ChatGPT → Settings → Apps & Connectors → Advanced settings.
Enable Developer Mode.
Create a new app with https://claim-gpt.com/mcp.
Refresh the app after deployments change tool metadata or the widget.

Recommended review prompts

Run FNOL triage for property claim CLM-2026-003317 on policy HO-7721044. Kitchen fire with smoke damage and two photos attached. Tell me routing, TIP estimate, litigation probability, and missing documentation.

Orchestrate the ClaimGPT ECO-AI workspace for bodily injury claim CLM-2026-009144 on policy AUTO-4410298. Rear-end collision, ambulance transport, neck pain. Summarize the top 3 adjuster next steps.

Triage a liability claim with no supporting evidence and tell me whether escalation is recommended.

Primary tools

orchestrate_claim_workspace — preferred one-call path
run_fnol_triage — Stage 1 with TIP and litigation metrics
render_adjuster_workspace — widget with auto-enrichment
query_policy_system, run_fraud_analytics, extract_document_data
benchmark_icd10_codes, submit_medical_claim — optional ClaimsAPI

Widget preview

Inspect the adjuster workspace markup outside ChatGPT at /widget.html. Demo buttons require the ChatGPT MCP Apps host; use the review prompts above for the full in-product flow.

Pre-submit verification

Run these from the repo root before OpenAI app review or production deploys:

npm run test
CLAIMGPT_VERIFY_URL=https://claim-gpt.com npm run verify:production

For local smoke checks, start the server and point verification at your port: CLAIMGPT_VERIFY_URL=http://127.0.0.1:8787 npm run verify:production

Local development

npm install
npm run dev
ngrok http 8787
# Use https://<tunnel>.ngrok.app/mcp in Developer Mode

ClaimsAPI pairing uses ClaimGPT env vars only — see /api and the repo deployment guide.