MCP server

Moonshot Lab (demo)

com.moonshotlab1/inventory

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Website

At a glance

Type

MCP server

Publisher

moonshotlab1.com (verified by the MCP Registry)

Status

Working at last check

Tools

17

Token cost

About 16,218 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.inventory]
url = "https://moonshotlab1.com/mcp"

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"inventory":{"type":"http","url":"https://moonshotlab1.com/mcp"}}}

Antigravity

agy mcp add inventory https://moonshotlab1.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"inventory","server_url":"https://moonshotlab1.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"inventory","server_url":"https://moonshotlab1.com/mcp"}

Tools

• cancel_search ~98 tokens
  DEMO. Cancel a saved search. Any shopper email stored for it is deleted.
• compare_payment_scenarios ~1472 tokens
  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
• estimate_out_the_door ~1093 tokens
  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 ~212 tokens
  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.
• get_listing ~202 tokens
  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_media ~213 tokens
  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_new_matches ~157 tokens
  DEMO. New cars that started matching a saved search after it was saved (or after `since`).
• get_ontology ~94 tokens
  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.
• get_payment_estimate ~1269 tokens
  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
• get_price_breakdown ~395 tokens
  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
• get_trade_in_scenarios ~80 tokens
  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.
• list_dealers ~128 tokens
  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
• list_searchable_fields ~318 tokens
  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
• prepare_dealer_handoff Sends messages · ~4236 tokens
  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
• register_agent ~247 tokens
  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 ~1170 tokens
  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
• search_inventory ~4834 tokens
  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)

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