> 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.terryofsouthboston.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkudGVycnlvZnNvdXRoYm9zdG9uLmNvbSIsImp0aSI6ImMwOWI1NWM1M2FmNzhkMDQiLCJpYXQiOjB9.O-d5AXW-26WSamjmRRde0jdl0rSLtCRsQB-2CR9MpAs
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.terryofsouthboston.com/llms.txt. For the full corpus, see https://ai.terryofsouthboston.com/llms-full.txt.

# Terry of South Boston, AI data layer

> The complete, machine-readable data layer for Terry of South Boston: every vehicle, offer, special, and store page as structured JSON, Markdown, and a live MCP endpoint for AI agents.

## Overview

- Vehicles: 337 (0 new, 329 used, 8 certified)
- OEM offers: 420
- Dealer specials: 1
- Brands: Subaru (53), Nissan (42), Volkswagen (35), Chevrolet (30), Ford (23), Hyundai (21), Jeep (17), Honda (16)

## Inventory by class and condition

Only groups with stock appear. Each link is a real page in this layer.

### Cars and trucks (337 vehicles)

Road vehicles: cars, SUVs, pickups, vans and commercial chassis.

**[Certified pre-owned cars and trucks, 8 vehicles](https://ai.terryofsouthboston.com/inventory/cars-trucks/certified)**

- [Certified pre-owned Volkswagen](https://ai.terryofsouthboston.com/inventory/cars-trucks/certified/volkswagen): 6 vehicles
- [Certified pre-owned Subaru](https://ai.terryofsouthboston.com/inventory/cars-trucks/certified/subaru): 2 vehicles

**[Used cars and trucks, 329 vehicles](https://ai.terryofsouthboston.com/inventory/cars-trucks/used)**

- [Used Subaru](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/subaru): 51 vehicles
- [Used Nissan](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/nissan): 42 vehicles
- [Used Chevrolet](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/chevrolet): 30 vehicles
- [Used Volkswagen](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/volkswagen): 29 vehicles
- [Used Ford](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/ford): 23 vehicles
- [Used Hyundai](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/hyundai): 21 vehicles
- [Used Jeep](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/jeep): 17 vehicles
- [Used Honda](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/honda): 16 vehicles
- [Used Kia](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/kia): 14 vehicles
- [Used Toyota](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/toyota): 11 vehicles
- [Used Chrysler](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/chrysler): 9 vehicles
- [Used Mitsubishi](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/mitsubishi): 9 vehicles
- [Used Mazda](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/mazda): 8 vehicles
- [Used Ram](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/ram): 8 vehicles
- [Used BMW](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/bmw): 5 vehicles
- [Used Dodge](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/dodge): 5 vehicles
- [Used GMC](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/gmc): 5 vehicles
- [Used Buick](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/buick): 4 vehicles
- [Used Cadillac](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/cadillac): 4 vehicles
- [Used Mercedes-Benz](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/mercedes-benz): 4 vehicles
- [Used Volvo](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/volvo): 4 vehicles
- [Used Audi](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/audi): 3 vehicles
- [Used Lexus](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/lexus): 3 vehicles
- [Used Fiat](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/fiat): 1 vehicle
- [Used INFINITI](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/infiniti): 1 vehicle
- [Used Lincoln](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/lincoln): 1 vehicle
- [Used MINI](https://ai.terryofsouthboston.com/inventory/cars-trucks/used/mini): 1 vehicle

## Access

- Full inventory JSON: https://ai.terryofsouthboston.com/data.json
- Per vehicle: https://ai.terryofsouthboston.com/v/{VIN}.json and https://ai.terryofsouthboston.com/v/{VIN}.md
- MCP endpoint (JSON-RPC 2.0): https://ai.terryofsouthboston.com/api/ucp/mcp
- Connect page: https://ai.terryofsouthboston.com/mcp
- Full corpus: https://ai.terryofsouthboston.com/llms-full.txt

## Current specials

- **2023 Nissan Altima 2.5 SV**: Special offer |