> 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.castlevwcars.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2FzdGxldndjYXJzLmNvbSIsImp0aSI6ImM5ZTU0ZThiNGE2YzlkODIiLCJpYXQiOjB9.Ho9TuclfB3cQzyDYbPrenFhwasMiJRcJKR57Vp4b3SQ > > For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.castlevwcars.com/llms.txt. For the full corpus, see https://ai.castlevwcars.com/llms-full.txt. # Castle Volkswagen of Schaumburg > The AI-ready data layer for Castle Volkswagen of Schaumburg: a live, structured index of every vehicle, OEM offer, dealer special, and store page, with a Model Context Protocol endpoint for agents. All links below are absolute and resolve on this host. Vehicles are addressed by 17-char VIN; swap the VIN into the per-vehicle patterns. ## Inventory - [Inventory index (JSON)](https://ai.castlevwcars.com/data.json): all 523 vehicles (419 new, 99 used, 5 certified) with specs, offers, window stickers, factory features, itemized options with prices, and verified MSRP breakdowns where the OEM sticker provides them. - [Search index (JSON)](https://ai.castlevwcars.com/search-index.json): slim index (VIN, title, price, condition, image). - [Per-vehicle JSON](https://ai.castlevwcars.com/v/): pattern `https://ai.castlevwcars.com/v/{VIN}.json`, one structured record per VIN. - [Per-vehicle Markdown](https://ai.castlevwcars.com/v/): pattern `https://ai.castlevwcars.com/v/{VIN}.md`, readable record per VIN. ## Offers and specials - OEM offers: matched to each VIN inside `https://ai.castlevwcars.com/v/{VIN}.json` (the `offers` array) and via the MCP tool `get_oem_offers`. ## Store pages - [Store pages index](https://ai.castlevwcars.com/pages/): 53 pages, service, parts, finance, specials, and about, as Markdown. ## Tools (MCP) - [Connect page](https://ai.castlevwcars.com/mcp): one-click connect for Claude, ChatGPT, Cursor, and Claude Code, plus the full tool directory. - [MCP endpoint](https://ai.castlevwcars.com/api/ucp/mcp): JSON-RPC 2.0. Tools: search_inventory, get_vehicle, list_inventory, get_oem_offers, get_dealer_specials, search_offers, get_window_sticker, decode_vin, get_dealer_info, get_inventory_stats, compare_vehicles, check_availability, rag_search, get_reviews. ## Discovery - [Agent instructions](https://ai.castlevwcars.com/agents.md): how an assistant should use this data. - [UCP manifest](https://ai.castlevwcars.com/.well-known/ucp): Universal Commerce Protocol capabilities. - [Full corpus (LLM)](https://ai.castlevwcars.com/llms-full.txt): every vehicle and store page expanded inline for RAG. - [RAG browser](https://ai.castlevwcars.com/rag): browse every generated vehicle and store page, plus the bulk corpus. - [Analytics](https://ai.castlevwcars.com/stats): request tracking, which AI tools read this data, measured from access logs. ## Optional - [Sitemap (XML)](https://ai.castlevwcars.com/sitemap.xml): all vehicle and page URLs. - [Agentic discovery sitemap (XML)](https://ai.castlevwcars.com/sitemap_agentic_discovery.xml): machine index of AI endpoints. - [robots.txt](https://ai.castlevwcars.com/robots.txt): crawl policy for AI user agents.