All servers · Payments & accounting · Markets & trading

Moonshot Lab (demo)

com.moonshotlab1/inventory · v1.0.0-demo

Measured by MCP Station

Description written by the publisher, not verified

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

Connect

claude mcp add --transport http inventory https://moonshotlab1.com/mcp

{
  "mcpServers": {
    "inventory": {
      "url": "https://moonshotlab1.com/mcp"
    }
  }
}

Tools as reported by the server

• 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 not real vehicles for sale; say so when you show them. Each result has listing_id (dealer_key:VIN), vehicle basics, headline_price (before tax, title and fees)
• list_searchable_fields
  Every filterable ontology field (vehicle, listing, store, dealer, price, fee, incentive, media, payment) with its type, range or allowed values, shortcut names, the operators (eq, any_of, contains, range, bool, exists, negate) and example filters for search_inventory. The full compact list is about
• 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_the_door (always treated as financed) and turns it into a DEMO monthly finance payment: out-the-door total minus down payment and trade equity, amortized at the A
• 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, trade-in, incentives). Each scenario reruns the itemized out-the-door estimate and returns estimated_out_the_door, amount_financed_estimate, apr_percent and apr_s
• 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 analytics. Send it as the X-MoonshotLab-Agent-Key header, or add ?agent_key=<key> to the MCP URL. Nothing else changes: anonymous use keeps working, limits are th
• 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) and an expiry (default 30 days, renewable). Check for new cars with get_new_matches, or give a callback_url. Shopper email alerts are optional and need explicit
• get_new_matches
  DEMO. New cars that started matching a saved search after it was saved (or after `since`).
• 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 package for ONE configured deal: vehicle and VIN, the full itemized out-the-door estimate (with excluded items such as optional add-ons), the chosen financing scenar
• get_listing
  Full synthetic listing record with per-value provenance (method 'synthetic'). listing_id is dealer_key:VIN (as returned by search_inventory) or the urn. The vehicle-to-store link is in listing.selling_location (link_status, selling_location_id, candidates, flags such as group_site_lists_sister_store
• 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 and others) and fee bundles (parts marked part_of_bundle, not double counted), flags such as whether the advertised price already includes fees, options, incen
• 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 with real public tax and fee rules for the 8 covered states. Lines include the price, dealer fees, eligible incentives, state and local sales tax, title and regis
• get_dealer
  Fictional dealer profile: registry entity, stores (selling locations) with fictional addresses and 555 phone numbers, group, state rules and a page of inventory. Not a real business; do not tell anyone to call or visit.
• 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 hierarchy (Group, then Region, then Store), the 4 fictional dealer groups and a coverage summary: which metros have demo stores, with dealer, store and new/used
• get_media
  Media block for a listing: self-generated SVG placeholder images labeled DEMO (photo, video poster, spin), with rights notes. They are not photos of a real car. No video or 360 viewer exists in the demo.
• 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 filterable fields and allowed values, use list_searchable_fields.

Tool changes

• 2026-10-23: search_inventory, list_searchable_fields, get_payment_estimate, compare_payment_scenarios, register_agent, save_search, get_new_matches, cancel_search, prepare_dealer_handoff, get_listing, get_price_breakdown, estimate_out_the_door
• 2026-10-22: search_inventory, list_searchable_fields, get_payment_estimate, compare_payment_scenarios, register_agent, save_search, get_new_matches, cancel_search, prepare_dealer_handoff, get_listing, get_price_breakdown, estimate_out_the_door
• 2026-10-21: search_inventory, list_searchable_fields, get_payment_estimate, compare_payment_scenarios, get_listing, get_price_breakdown, estimate_out_the_door, get_dealer, list_dealers, get_media, get_trade_in_scenarios, get_ontology
• 2026-10-19: search_inventory, list_searchable_fields, get_payment_estimate, get_listing, get_price_breakdown, estimate_out_the_door, get_dealer, list_dealers, get_media, get_trade_in_scenarios, get_ontology
• 2026-10-18: search_inventory, get_listing, get_price_breakdown, estimate_out_the_door, get_dealer, list_dealers, get_media, get_trade_in_scenarios, get_ontology

Website · JSON · Text for agents · Registry updated 2026-10-18