Woogoro Auto Repair Quote Analyzer

Paste any auto repair quote or invoice into Claude/Cursor/ChatGPT and Woogoro Auto Repair MCP audits it: - Compares labor hours to Mitchell / AllData book…

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What it can do

  • Parse Quote: Analyze an HVAC contractor quote (full system install, replacement, repair, or service). Extracts contractor, total price, labor/equipment breakdown, system type (central AC, heat pump, g
  • Check Errors: Audit an HVAC quote and return a ranked list of red flags, scope gaps, and dispute opportunities. Includes oversizing detection, R-410A compliance check (illegal in new 2026+ installs pe
  • Lookup Average Price: Look up typical installed price ranges for HVAC systems by system type, efficiency tier, and state. Useful for benchmarking specific contractor quotes. Covers central AC, heat pu

What data it sees

Do you need an account

No: the server works without sign-in

Paste any auto repair quote or invoice into Claude/Cursor/ChatGPT and Woogoro Auto Repair MCP audits it:

  • Compares labor hours to Mitchell / AllData book time
  • Flags suspicious upsells (fuel-system flushes, "engine treatments", overpriced cabin filters)
  • Catches OEM-vs-aftermarket parts mismatches
  • Applies Magnuson-Moss Warranty Act protections (15 USC §§ 2301-2312)
  • Identifies recall and TSB work that should be free (NHTSA recalls, manufacturer service bulletins)
  • Drafts dispute letters across 8 issue types
  • Generates phone negotiation scripts (written-estimate requests, refusing upsells, recall enforcement)

Tools (5): parse_quote, check_errors, lookup_average_price, draft_dispute, negotiation_script

Backed by Woogoro's /api/auto-repair-estimate endpoint (Claude Haiku-powered) and bundled labor-rate ranges. Free hosted endpoint, no API key required.

Server tool list (5)

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

parse_quoteAnalyze an HVAC contractor quote (full system install, replacement, repair, or service). Extracts contractor, total price, labor/equipment breakdown, system type (central AC, heat pump, gas furnace, mini split, full system, geothermal), brand, model, SEER/AFUE efficiency, tonnage, refrigerant type, scope items, and warranty terms. Detects oversizing (tonnage vs home sqft), R-410A compliance issues for 2026+ installs (EPA AIM Act), low-efficiency equipment below federal minimum, and common upsells. Accepts text or one or more base64-encoded image data URLs (format: 'data:image/png;base64,...').
check_errorsAudit an HVAC quote and return a ranked list of red flags, scope gaps, and dispute opportunities. Includes oversizing detection, R-410A compliance check (illegal in new 2026+ installs per EPA AIM Act), low-efficiency flags (SEER<15 below federal minimum), missing scope items (line set, electrical, pad, drain, permit, load calc), warranty inadequacy, and possible upsells. Accepts a previously-parsed quote OR raw text/images.
lookup_average_priceLook up typical installed price ranges for HVAC systems by system type, efficiency tier, and state. Useful for benchmarking specific contractor quotes. Covers central AC, heat pumps, gas furnaces, mini splits, full systems (AC+furnace), and geothermal at common SEER/AFUE tiers. Includes labor + equipment breakdown where available.
draft_disputeDraft a written dispute or scope-clarification letter to an HVAC contractor. Tailored to common HVAC issues: oversizing/load-calc, R-410A/refrigerant compliance (EPA AIM Act 2026+), efficiency below code minimum, missing scope items, warranty inadequacy, oversold capacity, permit responsibility, brand/model verification.
negotiation_scriptGenerate a phone or in-person negotiation script for an HVAC contractor conversation. Tailored to common HVAC scenarios: leveraging multiple quotes, negotiating tonnage downsize after Manual J, requesting equipment upgrade for the same price, extending labor warranty, and negotiating service-call/repair pricing. Includes opening framing, specific asks, common pushback responses, and closing.