Discovery
Discovery
Everything this data layer generates
Every file produced for this dealer, how much is generated, and where the RAG system lives. All links resolve on this host.
RAG system
llms-full.txt is the full, ingestable corpus (every vehicle and store page expanded inline, 550 KB). The rag_search MCP tool queries that corpus live and returns matching chunks with source links. Point any agent at the corpus for bulk ingest, or call rag_search over the MCP endpoint for targeted retrieval.
1,587files generated
550 KBRAG corpus
516 x 3vehicles x formats
8store pages
14MCP tools
llms.txt
Curated llmstxt.org index of every dataset.
llms-full.txt
Full RAG corpus: all vehicles + pages inline.
agents.md
Instructions for an AI assistant using this data.
robots.txt
Crawl policy (all major AI agents allowed).
/.well-known/ucp
Universal Commerce Protocol manifest.
sitemap.xml
All vehicle, dataset, and page URLs.
sitemap_agentic_discovery.xml
Machine index of AI endpoints.
data.json
Full enriched inventory + dealer + specials.
search-index.json
Slim per-vehicle index.
/v/{VIN}.json
Per-vehicle JSON (see Inventory).
/v/{VIN}.md
Per-vehicle Markdown (see Inventory).
/mcp
Connect page + full tool directory.
/api/ucp/mcp
Live JSON-RPC 2.0 MCP endpoint.