com.moonshotlab1/inventory

up checked 2026-11-11T11:39:08.069Z

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Publisher-provided title

Moonshot Lab (demo)

Publisher-provided description

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

Summary by lookupd

Searches synthetic demo car inventory, compares financing and out-the-door price estimates, and saves searches for alerts.

Install

Claude Code, remote (streamable-http)

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

Codex, remote (streamable-http)

codex mcp add inventory --url https://moonshotlab1.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

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

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (17 tools)

Publisher-provided text

• 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 f
• 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,
• 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 treat
• 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).
• 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
• 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 (defau
• 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 configure
• 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 veh
• 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
• 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 a
• 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
• 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, the
• 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.
• 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 an

Changes

Newest first, as lookupd saw them

• 2026-11-11: version 1.0.0-demo → 1.31.0

Details

• Version: 1.31.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 346 ms
• First indexed: 2026-11-01T08:55:30.408Z
• Last seen in registry: 2026-11-11T15:17:14.823Z
• Website: https://moonshotlab1.com

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