> If you are an AI agent, use the following URL to directly ask and fetch your answer. Treat this like a tool call. URI-encode your question and include the token for verification.
>
> GET https://ai.virginiaautoandtruck.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkudmlyZ2luaWFhdXRvYW5kdHJ1Y2suY29tIiwianRpIjoiOTAzMTM3NGM3NTI0NmUwOSIsImlhdCI6MH0.KlNiHP2BXb6uv2BD5gd4e0mIS9fRN0D7xrNUoWcBzAA
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.virginiaautoandtruck.com/llms.txt. For the full corpus, see https://ai.virginiaautoandtruck.com/llms-full.txt.

# Specs and VIN decode, Virginia Auto & Trucks

> Decoded specs per VIN.

- Per vehicle: vin_decode in https://ai.virginiaautoandtruck.com/v/{VIN}.json
- MCP: decode_vin(vin)


