# Casey Subaru, AI data layer 638 vehicles at 13101 Jefferson Ave, Newport News, VA 23608, structured for AI agents. Data refreshed Oct 26, 6:00 AM ET. - Dealer: Casey Subaru, 13101 Jefferson Ave, Newport News, VA 23608, (757) 907-6400 - Website: https://www.caseysubaru.com - In stock: 638 (149 new · 478 used · 11 certified) - Factory options: 0 vehicles with every option itemized and priced - Factory window stickers: 471 - Live offers: 466 OEM incentives, 0 dealer specials - Manufacturer rebates: matched to 0 new vehicles, each car's own conditions applied - Agent tools: 23 over MCP, no key needed to read ## Connect - **MCP server**: https://www.caseysubaru.com/api/ucp/mcp (Claude, ChatGPT, Cursor and any MCP client. 23 tools, streamable HTTP.) - **llms.txt**: https://www.caseysubaru.com/llms.txt (The short summary answer engines read first.) - **Full inventory**: https://www.caseysubaru.com/data.json (Every vehicle with price, mileage and photos, in one JSON file.) - **OpenAPI**: https://www.caseysubaru.com/openapi.json (The same tools as a REST description, for agents that do not speak MCP.) - **Agent card**: https://www.caseysubaru.com/.well-known/agent-card.json (A2A discovery: who this agent is and what it can do.) - **This page in Markdown**: https://www.caseysubaru.com/ai/index.md (Everything here as plain text, for a model's context window.) ## Featured vehicles | Vehicle | Condition | Price | Mileage | VIN | Link | |---|---|---|---|---|---| | 2026 Subaru WRX Premium | new | $36,332 | New | JF1VBAH68T9810321 | https://www.caseysubaru.com/inventory/new-2026-subaru-wrx-premium-awd-4-door-jf1vbah68t9810321/ | | 2026 Subaru Outback Wilderness | certified | $40,885 | 2,508 mi | JF2BURLD3TY499383 | https://www.caseysubaru.com/inventory/certified-used-2026-subaru-outback-wilderness-awd-4d-sport-utility-jf2burld3ty499383/ | | 2016 Mercedes-Benz E-Class E 350 | used | $16,894 | 89,393 mi | WDDHF5KB1GB225092 | https://www.caseysubaru.com/inventory/used-2016-mercedes-benz-e-class-e-350-rwd-4d-sedan-wddhf5kb1gb225092/ | | 2026 Subaru IMPREZA RS | new | $32,102 | New | JF1GUHJC3T8276551 | https://www.caseysubaru.com/inventory/new-2026-subaru-impreza-rs-awd-5-door-jf1guhjc3t8276551/ | | 2024 Subaru Outback Limited | certified | $29,486 | 32,103 mi | 4S4BTANC4R3134705 | https://www.caseysubaru.com/inventory/certified-used-2024-subaru-outback-limited-awd-4d-sport-utility-4s4btanc4r3134705/ | | 2024 BMW X4 M40i | used | $53,394 | 39,683 mi | 5UX43DT01R9V22459 | https://www.caseysubaru.com/inventory/used-2024-bmw-x4-m40i-awd-4d-sport-utility-5ux43dt01r9v22459/ | **2026 Subaru WRX Premium** MSRP $35,433, sale price $36,332. **2026 Subaru IMPREZA RS** MSRP $33,129, sale price $32,102. Full inventory: https://www.caseysubaru.com/data.json and https://www.caseysubaru.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 (638 vehicles): https://www.caseysubaru.com/ai/inventory - OEM offers (466 programs): https://www.caseysubaru.com/ai/offers - Dealer specials (0 specials): https://www.caseysubaru.com/ai/specials - Manufacturer rebates (0 new vehicles matched): https://www.caseysubaru.com/ai/offers - Window stickers (471 factory stickers): https://www.caseysubaru.com/ai/window-stickers - Itemized factory options (0 vehicles, every option priced): https://www.caseysubaru.com/ai/window-stickers - Specs and VIN decode (638 decoded VINs): https://www.caseysubaru.com/ai/specs - Store pages (0 pages): https://www.caseysubaru.com/ai/store-pages - Site knowledge (0 documents): https://www.caseysubaru.com/ai/rag - Discovery files (1,943 files): https://www.caseysubaru.com/ai/discovery - AI usage: https://www.caseysubaru.com/ai/stats _Prices checked against inventory data from Oct 26, 2026, 6:00 AM ET._