Woogoro Medical Bill Analyzer

- Compare line items to Medicare and commercial rates for 146 of the most common CPT/HCPCS codes - Flag billing errors — upcoding, unbundling (NCCI rule…

От сообществаРаботаетБез входаГлобальныйБесплатноТолько чтение

Что умеет

  • 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, upc
  • 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, faci
  • 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-pri

Какие данные видит

Нужен ли аккаунт

Не нужен: сервер работает без входа

  • 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)

Список инструментов сервера (5)

Технические названия из tools/list. Нужны только разработчикам.

parse_billAnalyze 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_errorsCheck 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_priceLook 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_disputeDraft 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_scriptGenerate 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.