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://boballenmotormall.ai/v/{VIN}.json

Readable

https://boballenmotormall.ai/v/{VIN}.md

MCP tool

decode_vin(vin) (any VIN, live decode)

curl

curl -s https://boballenmotormall.ai/v/2C4RDGBG3DR781185.json

Field	Sample: decoded from VIN
Vehicle	2013 Hyundai Sonata GLS
VIN	2C4RDGBG3DR781185
Class	PASSENGER CAR
Body	Sedan/Saloon
Engine	2.4L 4-Cylinder DGI 198 hp
Fuel	Gasoline
Transmission	6-Speed Automatic with Shiftronic

Full record: /v/2C4RDGBG3DR781185.json | /v/2C4RDGBG3DR781185.md