Lender PluginMediumCommand

/vin-lookup

VIN decode, listing history, and collateral valuation — full context for any loan file in one command

$/vin-lookup [VIN]
Medium
Complexity
3
API Calls
$0.003 – $0.006
MC API Cost
$0.03 – $0.09
Total Cost

Purpose

Loan officers and risk analysts need full context on a collateral VIN before approving or flagging a deal. The vin-lookup command decodes the complete spec sheet, pulls the full listing history, and returns a collateral valuation — all in one pass. Rapid dealer hops, steep price drops, or extended DOM in the history are collateral risk signals that any origination workflow should surface.

Audience:Auto loan originatorsPortfolio risk analystsLoss mitigation specialists reviewing existing collateral

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, country, risk_ltv_threshold, and high_risk_ltv_threshold. UK users are redirected — VIN lookup requires US data tools.

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 option codes. Confirms the collateral identity.

03
Listing History Pullget_car_history

Calls get_car_history with sort_order=desc. Retrieves every dealer listing event for this VIN in reverse chronological order. Rapid dealer hops (4+ dealers in 12 months) or steep price drops (>15% in one listing) are collateral risk red flags.

04
Collateral Valuationpredict_price_with_comparables

Calls predict_price_with_comparables at default 50,000 miles (actual mileage unknown). Single call — includes top 3-5 comparables. Notes that actual mileage should be confirmed for a binding collateral figure.

05
Results Presentation

Shows: full spec sheet, listing history table (price/dealer/DOM), total market exposure days, price journey, estimated collateral value at 50K miles, top 3-5 comparables, and collateral risk flags. Red flags: extended DOM >90 days, 4+ dealer hops, price drop >20% in history.

MCP Tool Calls

ToolCallsPurpose
decode_vin_neovin1Full spec sheet and MSRP
get_car_history1Complete listing history across all dealers
predict_price_with_comparables1Estimated collateral value at default 50K miles

Example Output

VIN LOOKUP (COLLATERAL) — 5YJSA1E28MF456789
════════════════════════════════════════════════
  2021 Tesla Model S Long Range AWD
  Body: Sedan | Engine: Electric | Trans: Single-Speed | Drivetrain: AWD
  MSRP: $79,990

LISTING HISTORY (most recent first)
  Date         Dealer                     Price     DOM
  ──────────   ────────────────────────   ───────   ───
  Jan 22 2026  CarMax Austin              $41,200   18
  Nov 08 2025  AutoNation Houston         $46,800   34
  Aug 14 2025  Tesla Certified Used       $52,100   51
  Apr 02 2025  First dealer listing       $64,900   93

  Total market exposure: 196 days | Dealers: 4 | Price drop: -$23,700 (-36.5%)
  ⚠ RED FLAG: 4 dealer hops, 196 DOM, -36.5% price drop — verify condition and mileage

COLLATERAL VALUATION (at ~50K miles)
  Estimated Retail:   $40,800
  Note: Actual mileage required for binding collateral figure

Cost Estimate

TierMedium
API Calls3
MC API — best$0.003
MC API — worst$0.006
Claude — best$0.03
Claude — worst$0.08
Total range$0.03$0.09

200 VIN lookups/month ≈ $6–18

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 — use vehicle-appraiser skill with actual odometer for binding origination figures.
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