# Casey Toyota, AI data layer 592 vehicles at 601 E Rochambeau Dr, Williamsburg, VA 23188, structured for AI agents. Data refreshed Oct 26, 6:00 AM ET. - Dealer: Casey Toyota, 601 E Rochambeau Dr, Williamsburg, VA 23188, (757) 330-0173 - Website: https://www.caseytoyota.com - In stock: 592 (105 new ยท 487 used) - Factory options: 0 vehicles with every option itemized and priced - Factory window stickers: 425 - Live offers: 0 OEM incentives, 0 dealer specials - Manufacturer rebates: matched to 22 new vehicles, each car's own conditions applied - Agent tools: 23 over MCP, no key needed to read ## Connect - **MCP server**: https://www.caseytoyota.com/api/ucp/mcp (Claude, ChatGPT, Cursor and any MCP client. 23 tools, streamable HTTP.) - **llms.txt**: https://www.caseytoyota.com/llms.txt (The short summary answer engines read first.) - **Full inventory**: https://www.caseytoyota.com/data.json (Every vehicle with price, mileage and photos, in one JSON file.) - **OpenAPI**: https://www.caseytoyota.com/openapi.json (The same tools as a REST description, for agents that do not speak MCP.) - **Agent card**: https://www.caseytoyota.com/.well-known/agent-card.json (A2A discovery: who this agent is and what it can do.) - **This page in Markdown**: https://www.caseytoyota.com/ai/index.md (Everything here as plain text, for a model's context window.) ## Featured vehicles | Vehicle | Condition | Price | Mileage | VIN | Link | |---|---|---|---|---|---| | 2014 Toyota Tundra SR5 | used | $27,786 | 112,539 mi | 5TFUY5F15EX326284 | https://www.caseytoyota.com/inventory/used-2014-toyota-tundra-sr5-4wd-4d-double-cab-5tfuy5f15ex326284/ | | 2016 Toyota Avalon Hybrid Limited | used | $17,786 | 155,133 mi | 4T1BD1EB4GU056325 | https://www.caseytoyota.com/inventory/used-2016-toyota-avalon-hybrid-limited-fwd-4d-sedan-4t1bd1eb4gu056325/ | | 2023 Toyota Tacoma TRD Sport | used | $38,298 | 84,597 mi | 3TMCZ5ANXPM563929 | https://www.caseytoyota.com/inventory/used-2023-toyota-tacoma-trd-sport-4wd-4d-double-cab-3tmcz5anxpm563929/ | | 2022 Genesis G70 2.0T | used | $27,686 | 66,580 mi | KMTG34TA5NU098509 | https://www.caseytoyota.com/inventory/used-2022-genesis-g70-2-0t-awd-4d-sedan-kmtg34ta5nu098509/ | | 2023 Toyota Corolla Hybrid SE | used | $26,898 | 39,693 mi | JTDBCMFE9PJ015904 | https://www.caseytoyota.com/inventory/used-2023-toyota-corolla-hybrid-se-fwd-4d-sedan-jtdbcmfe9pj015904/ | | 2026 Toyota 4Runner i-FORCE MAX Hybrid Platinum | used | $65,586 | 5,110 mi | JTEVB5BRXT5032045 | https://www.caseytoyota.com/inventory/used-2026-toyota-4runner-i-force-max-hybrid-platinum-4wd-4d-sport-utility-jtevb5brxt5032045/ | **2014 Toyota Tundra SR5** MSRP $25,988, sale price $27,786. **2016 Toyota Avalon Hybrid Limited** MSRP $43,524, sale price $17,786. **2023 Toyota Tacoma TRD Sport** MSRP $42,892, sale price $38,298. **2022 Genesis G70 2.0T** MSRP $24,500, sale price $27,686. **2023 Toyota Corolla Hybrid SE** MSRP $27,805, sale price $26,898. **2026 Toyota 4Runner i-FORCE MAX Hybrid Platinum** MSRP $67,378, sale price $65,586. Full inventory: https://www.caseytoyota.com/data.json and https://www.caseytoyota.com/ai/inventory.md ## What an agent can do here ### Find the right car - `get_started`: The menu: what this dealership's assistant can do and where to begin. - `get_inventory_stats`: The whole inventory at a glance, by make, model, body style and price. - `search_inventory`: Find cars by plain words or filters, sorted the way the shopper asked. - `match_by_budget`: The best in-stock matches for a budget, a need and a trade. - `compare_vehicles`: Two or more VINs side by side: price, specs and offers. - `list_inventory`: Walk the full feed page by page, for exports and crawlers. ### Know the car - `get_vehicle_details`: Everything on one VIN, including the parsed factory window sticker. - `get_vehicle`: The structured record for one VIN: price, specs, photos and availability. - `get_window_sticker`: Monroney MSRP and the sticker link for one VIN. - `decode_vin`: Year, make, model, trim and drivetrain for any VIN, stocked here or not. - `check_availability`: In stock, in transit or sold, checked live before anyone promises a car. ### Money and the trade - `calculate_payment`: A real monthly payment for a vehicle, by down payment, term and credit. - `estimate_trade_in`: A value for the car the shopper drives today. - `capture_payoff`: The loan payoff on that trade, so the equity is real. - `get_oem_offers`: Factory APR, lease and cash programs, by VIN or by model. - `search_offers`: Every offer, searchable: finance specials, lease deals, cash back, by model. - `get_dealer_specials`: The store's own advertised specials, with terms and expiry dates. ### The store and a real person - `get_dealer_info`: Address, phone, hours, brands and how to get here. - `get_value_props`: Why buy here, in the dealership's own words. - `get_store_faq`: Questions shoppers ask, answered by the store itself. - `rag_search`: Search everything the store has published: pages, policies and inventory. - `corpus_health`: What the assistant knows, and what it has no source for yet. - `submit_lead`: Hand the shopper to a real person at the store, with their consent. ## Datasets - Inventory (592 vehicles): https://www.caseytoyota.com/ai/inventory - OEM offers (0 programs): https://www.caseytoyota.com/ai/offers - Dealer specials (0 specials): https://www.caseytoyota.com/ai/specials - Manufacturer rebates (22 new vehicles matched): https://www.caseytoyota.com/ai/offers - Window stickers (425 factory stickers): https://www.caseytoyota.com/ai/window-stickers - Itemized factory options (0 vehicles, every option priced): https://www.caseytoyota.com/ai/window-stickers - Specs and VIN decode (592 decoded VINs): https://www.caseytoyota.com/ai/specs - Store pages (0 pages): https://www.caseytoyota.com/ai/store-pages - Site knowledge (0 documents): https://www.caseytoyota.com/ai/rag - Discovery files (1,807 files): https://www.caseytoyota.com/ai/discovery - AI usage: https://www.caseytoyota.com/ai/stats _Prices checked against inventory data from Oct 26, 2026, 6:00 AM ET._