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Explorer/MCP/glane0303/woogoro
REMOTE

Woogoro Medical Bill Analyzer

glane0303/woogoro

- **Compare line items to Medicare and commercial rates** for 146 of the most common CPT/HCPCS codes - **Flag billing errors** — upcoding, unbundling (NCCI rule violations), duplicate charges, balance billing, No Surprises Act violations, facility-fee stacking - **Draft dispute letters** across 9 error categories, citing relevant statutes (42 USC 300gg-111, NCCI bundling rules, ACA preventive care) - **Generate phone negotiation scripts** for charity care, cash settlements, and prompt-pay discounts — with pushback responses Backed by Woogoro's medical bill analysis API (Claude Haiku-powered) and a flywheel of 50+ real ER, hospital, and EOB samples. Free hosted endpoint at https://mcp.woogoro.com/mcp. No API key required for end users. **Tools (5):** parse_bill, check_errors, lookup_average_price, draft_dispute, negotiation_script. **Source:** https://github.com/TruePrice-tech/trueprice (`mcp/` subdirectory, MIT licensed)

5 tools available ↓
The Journeyman
A reasonable amount of history and nothing concerning in the scan.
Time indexed (5mo)
5toolsRemote/ HTTP5moindexed
100% uptime · 321ms avgChecked Aug 12, 2026
Quality Score
60/95
Established
Risk Score
0/100
Clean
▸How is this calculated?
Quality Breakdown
Tenure13.5/20
138 days indexed
Capability16/25
Tools: 4/13 (5 tools)
Description: 5/5 ✓
Endpoint: 7/7 ✓
Adoption5.5/25
Use count: 5.5/20 (23 uses)
Multi-registry: 0/5 (1 registry)
Reliability25/25
Currently live: 10/10 ✓
Uptime history: 15/15 100% (5/5 checks)
Security scan: 0 pts in v1.0; ready to weight when coverage improves
Risk
0— Clean
No signals detected.
The scanner shows
5 tools. Nothing caught our attention.
First indexed May 1, 2026
Server Profile
⚙
Tools catalogued
5
5 tools available. Full list below.
☁
Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
○
Registry presence
Not verified
Not yet verified by the Official MCP Registry.
●
Liveness
100%
Based on 48 checks. Average response: 321ms.
Publisher Verification
Not yet verified by the Official MCP Registry.
Endpoint
https://woogoro--glane0303.run.tools
Tools (5)
parse_bill
Analyze a medical bill, hospital bill, EOB (Explanation of Benefits), or healthcare invoice. Identifies CPT codes, charges, insurance applications, potential errors (duplicate charges, upcoding, unbundling, balance billing, No Surprises Act violations), and dispute opportunities. Accepts the bill as either pasted text or one or more base64-encoded image data URLs (format: 'data:image/png;base64,...'). Returns structured analysis including red flags and specific dispute actions.
check_errors
Check a previously-parsed medical bill (or fresh bill text/images) specifically for billing errors: duplicate charges, upcoding, unbundling violations (NCCI rules), balance billing, facility fees, No Surprises Act violations, and potential overcharges vs Medicare rates. Returns only the errors and dispute opportunities, focused output for users who already have the bill parsed.
lookup_average_price
Look up the typical Medicare and commercial price for a CPT/HCPCS code, optionally adjusted for state and facility type. Useful for benchmarking specific charges against fair-price ranges. Covers ~146 of the most common medical codes (office visits, ER, imaging, lab, common procedures). Returns base Medicare rate, state-adjusted rate, commercial estimate, and a fair-price range.
draft_dispute
Draft a dispute letter for a medical bill error. Generates formal language with relevant statute citations (No Surprises Act, ACA preventive care, NCCI bundling rules) for the patient to send to the billing department or insurance company. Returns letter text, recipient guidance, and follow-up steps.
negotiation_script
Generate a phone negotiation script for the patient to call the billing department. Includes opening framing, specific asks (cash discount, charity care, payment plan), responses to common pushback, and follow-up steps. Tailored to the bill amount, ability to pay, and facility type.

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Woogoro Auto Repair Quote Analyzer
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Woogoro HVAC Quote Analyzer
Paste any HVAC quote into Claude/Cursor/ChatGPT and Woogoro HVAC MCP audits it: - Detects oversizing (proposed tonnage vs Manual J load calculation) - Flags R-410A compliance for 2026+ installs (EPA AIM Act phasedown to A2L refrigerants like R-454B / R-32) - Checks SEER2 / HSPF2 efficiency vs federal minimums (North vs South split AC standards) - Identifies scope gaps (Manual D, line-set replacement, refrigerant recovery, permit pull) - Catches common upsells (UV lights, IAQ packages, overpriced extended warranties) - Drafts dispute letters across 9 issue types - Generates phone negotiation scripts **Tools (5):** `parse_quote`, `check_errors`, `lookup_average_price`, `draft_dispute`, `negotiation_script` Backed by Woogoro's `/api/hvac-estimate` endpoint (Claude Haiku-powered) and bundled installed-price ranges. Free hosted endpoint, no API key required.
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