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…

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What it can do

  • 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

What data it sees

Do you need an account

No: the server works without sign-in

  • 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)

How to connect

How to connect Woogoro Medical Bill Analyzer to Claude

The server address to paste into Claude settings:

https://woogoro--glane0303.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect Woogoro Medical Bill Analyzer to ChatGPT

The server address to paste into ChatGPT settings:

https://woogoro--glane0303.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect Woogoro Medical Bill Analyzer to Cursor

The server address to paste into Cursor settings:

https://woogoro--glane0303.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (5)

Raw names from tools/list. Only developers need these.

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.