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Moonshot Lab (demo)

MCP serverVerified domain · moonshotlab1.comRemote● LiveFree to try

Agent car inventory index. Synthetic demo data, not real inventory, not an offer.

Install

Remote server: your requests and data go to moonshotlab1.com. Claude Code: claude mcp add --transport http moonshot-lab-demo https://moonshotlab1.com/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • search_inventory — Search the SYNTHETIC demo inventory (about 860 fictional vehicles at 20 fictional dealers in TX, CA, FL, GA, AZ, IL, NY and OH). Results are
  • list_searchable_fields — Every filterable ontology field (vehicle, listing, store, dealer, price, fee, incentive, media, payment) with its type, range or allowed val
  • get_payment_estimate — Use this to answer 'what would my monthly payment be' for ONE listing. It runs the same itemized out-the-door calculation as estimate_out_th
  • compare_payment_scenarios — Use this to compare several financing what-ifs for ONE listing side by side in one call (for example cash down, term, credit tier or APR, tr
  • register_agent — Optional and free. Registers your agent and returns an agent key (shown once) that gives it a durable, anonymous id in Moonshot Lab's bot an
  • save_search — DEMO. Save a car search and get alerted when new cars match. Returns a search_id (keep it; it is the only way to read or cancel the search)
  • get_new_matches — DEMO. New cars that started matching a saved search after it was saved (or after `since`). Also removes expired saved searches and their con
  • cancel_search — DEMO. Cancel a saved search. Any shopper email stored for it is deleted.
  • prepare_dealer_handoff — Use this when the shopper has picked a car and a deal structure and wants to take it to the dealer. Builds a structured dealer handoff packa
  • get_listing — Full synthetic listing record with per-value provenance (method 'synthetic'). listing_id is dealer_key:VIN (as returned by search_inventory)
  • get_price_breakdown — Use this to see what the dealer LISTS for ONE listing, as published: headline price, MSRP (new cars), price_components, dealer fees (doc fee
  • estimate_out_the_door — Use this for the buyer's TOTAL price of ONE listing: an itemized out-the-door DEMO ESTIMATE for the buyer's state, county and city, built wi
  • get_dealer — Fictional dealer profile: registry entity, stores (selling locations) with fictional addresses and 555 phone numbers, group, state rules and
  • list_dealers — All 20 fictional demo dealers with group and store counts (each dealer lists its stores with group_id, region_id and store_id), the dealer h
  • get_media — Media block for a listing: self-generated SVG placeholder images labeled DEMO (photo, video poster, spin), with rights notes. They are not p
  • get_trade_in_scenarios — Ready-made demo trade-in scenarios (one per state) with trade_value and payoff to pass to estimate_out_the_door or get_payment_estimate.
  • get_ontology — Schema links, schema version, covered states, condition values, search sorts and the value-wrapper format ({v, m, c, src}). For the list of

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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