Appraiser PluginMediumCommand

/vin-lookup

Full VIN decode, listing history timeline, retail and wholesale values — appraisal context in one command

$/vin-lookup [VIN]
Medium
Complexity
4
API Calls
$0.004 – $0.008
MC API Cost
$0.04 – $0.11
Total Cost

Purpose

A VIN is a vehicle's identity document and its market history combined. The vin-lookup command decodes the full spec sheet, pulls every listing event across every dealer, and returns current retail and wholesale valuations — all in one pass. Appraisers use this to understand a vehicle's market trajectory before committing to a valuation.

Audience:Auto appraisers researching vehicle historyTrade-in managers assessing risk on unknown unitsInsurance adjusters establishing pre-loss market trajectory

Arguments

VINrequired

17-character vehicle identification number.

How It Works

Execution flow. MCP tool calls are shown inline on each step.

01
Profile Load

Reads marketcheck-profile.md for ZIP and country. UK users are redirected: VIN lookup requires US data tools — use /price-check with year/make/model instead.

02
VIN Decodedecode_vin_neovin

Calls decode_vin_neovin with include_generic=true to get full spec sheet: year, make, model, trim, body type, drivetrain, engine, transmission, MSRP, and all option codes.

03
Listing History Pullget_car_history

Calls get_car_history with sort_order=desc to retrieve every time this VIN has appeared in a dealer listing, in reverse chronological order. Each event includes date, dealer, asking price, and DOM.

↔ Parallel Execution

04a
Retail Valuationpredict_price_with_comparables

Calls predict_price_with_comparables with miles=50000 (default) and dealer_type=franchise for the retail market value estimate.

04b
Wholesale Valuationpredict_price_with_comparables

Parallel call with dealer_type=independent for the wholesale proxy value. The retail-to-wholesale spread is key context for trade-in and recovery estimates.

05
Results Presentation

Shows: full spec sheet, listing history table with price/dealer/DOM per event, total market exposure days, price journey from first to most recent listing, retail and wholesale values with spread, top 3-5 comparables, and red flag notes (rapid dealer hops, steep price drops, extended DOM).

MCP Tool Calls

ToolCallsPurpose
decode_vin_neovin1Full spec sheet including MSRP and option codes
get_car_history1Complete listing history across all dealers
predict_price_with_comparables2Retail (franchise) and wholesale (independent) valuations at default 50K miles

Example Output

VIN LOOKUP — 5J6RW2H87MA003941
════════════════════════════════════
  2021 Honda CR-V EX-L AWD
  Body: SUV | Engine: 1.5T I4 | Trans: CVT | Drivetrain: AWD
  MSRP: $35,050

LISTING HISTORY (most recent first)
  Date         Dealer                     Price     DOM
  ──────────   ────────────────────────   ───────   ───
  Feb 14 2026  CarMax Phoenix             $27,400   11
  Jan 03 2026  AutoNation Scottsdale      $28,900   22
  Nov 12 2025  Hendrick Honda Phoenix     $30,200   19
  Sep 01 2025  Original dealer listing    $34,900   71

  Total market exposure: 123 days | Dealers: 4 | Price drop: -$7,500 (-21.5%)
  ⚠ NOTE: 4 dealer hops in 5 months — verify condition carefully

CURRENT VALUATION (at ~50K miles)
  Retail (Franchise):    $27,100
  Wholesale (Indep):     $24,600
  Spread:                $2,500  (9.2%)

Cost Estimate

TierMedium
API Calls4
MC API — best$0.004
MC API — worst$0.008
Claude — best$0.04
Claude — worst$0.10
Total range$0.04$0.11

100 VIN lookups/month ≈ $4–11

Limitations

  • US-only — VIN decode and car history require US data tools.
  • Valuation uses a default of 50,000 miles when actual mileage is unknown — significant variance affects accuracy.
  • Some VINs have no listing history if the vehicle has never been listed at a dealer covered by MarketCheck.
Appraiser Plugin
View all skills & commands