Dataset

Specs and VIN decode

Every vehicle is decoded from its VIN, so specs are verified rather than copied from the listing: body class, engine, drivetrain, fuel, cylinders, and doors. You can also decode any 17-char VIN live.

How to query this dataset
Per vehicle
the vin_decode and spec fields in https://ai.terryofsouthboston.com/v/{VIN}.json
Readable
https://ai.terryofsouthboston.com/v/{VIN}.md
MCP tool
decode_vin(vin) (any VIN, live decode)
curl
curl -s https://ai.terryofsouthboston.com/v/WAUE3BF21PN060235.json
FieldSample: decoded from VIN
Vehicle2023 Audi A6 45 Premium
VINWAUE3BF21PN060235
ClassPASSENGER CAR
BodySedan/Saloon
Engine2.0L 4-Cylinder TFSI
Drivetrainquattro
FuelGasoline
Transmission7-Speed Automatic