> 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.caseytoyota.agentreadydealer.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2FzZXl0b3lvdGEuYWdlbnRyZWFkeWRlYWxlci5jb20iLCJqdGkiOiIwNzU2YmFkNjQ0Y2QzMzRmIiwiaWF0IjowfQ._F_l50MtmbZ25Kmkny7PdE4s_r7O50h75JVttpgFR30
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.caseytoyota.agentreadydealer.com/llms.txt. For the full corpus, see https://ai.caseytoyota.agentreadydealer.com/llms-full.txt.

# Casey Toyota, AI data layer

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

## Overview

- Vehicles: 603 (84 new, 519 used, 0 certified)
- OEM offers: 0
- Dealer specials: 0
- Brands: Toyota (139), Chevrolet (99), BMW (80), Honda (54), Subaru (41), Kia (31), Hyundai (25), Nissan (23)

## Inventory by class and condition

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

### Cars and trucks (603 vehicles)

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

**[New cars and trucks, 84 vehicles](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/new)**

- [New Toyota](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/new/toyota): 84 vehicles

**[Used cars and trucks, 519 vehicles](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used)**

- [Used Chevrolet](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/chevrolet): 99 vehicles
- [Used BMW](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/bmw): 80 vehicles
- [Used Toyota](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/toyota): 55 vehicles
- [Used Honda](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/honda): 54 vehicles
- [Used Subaru](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/subaru): 41 vehicles
- [Used Kia](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/kia): 31 vehicles
- [Used Hyundai](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/hyundai): 25 vehicles
- [Used Nissan](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/nissan): 23 vehicles
- [Used Ford](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/ford): 21 vehicles
- [Used Volkswagen](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/volkswagen): 20 vehicles
- [Used Lexus](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/lexus): 12 vehicles
- [Used Jeep](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/jeep): 11 vehicles
- [Used GMC](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/gmc): 10 vehicles
- [Used Mazda](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/mazda): 9 vehicles
- [Used Audi](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/audi): 5 vehicles
- [Used Buick](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/buick): 5 vehicles
- [Used Ram](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/ram): 4 vehicles
- [Used Dodge](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/dodge): 3 vehicles
- [Used Lincoln](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/lincoln): 3 vehicles
- [Used Acura](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/acura): 1 vehicle
- [Used Chrysler](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/chrysler): 1 vehicle
- [Used Genesis](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/genesis): 1 vehicle
- [Used INFINITI](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/infiniti): 1 vehicle
- [Used MINI](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/mini): 1 vehicle
- [Used Mitsubishi](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/mitsubishi): 1 vehicle
- [Used Tesla](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/tesla): 1 vehicle
- [Used Volvo](https://ai.caseytoyota.agentreadydealer.com/inventory/cars-trucks/used/volvo): 1 vehicle

## Access

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

_Prices checked against inventory data from Oct 6, 2026, 10:14 PM ET._