com.moonshotlab1/inventory

What it mainly works on, as our AI model read its tool descriptions: accounts and data in outside web services.

4 of 17 tools are described as changing something (creating, editing, deleting, sending or running).

• search_inventoryon 13 other serversreads or searches

  “Search the SYNTHETIC demo inventory (about 860 fictional vehicles at 20 fictional dealers in TX, CA, FL, GA, AZ, IL, NY and OH).”

  52 inputs

  • makestring or null“Make, case-insensitive, e.g.”
  • modelstring or null“Model with its punctuation, case-insensitive: CR-V, F-150, Model 3, Mustang Mach-E.”
  • year_mininteger or null“Earliest model year.”
  • year_maxinteger or null“Latest model year.”
  • trimstring or null“Trim name, e.g.”
  • conditionstring or null“new, used or cpo (certified pre-owned).”
  • statestring or null“Two-letter code of the selling store's state: TX, CA, FL, GA, AZ, IL, NY or OH.”
  • citystring or null“Exact city of the selling store (for example Houston, Katy, Plano).”
  • dealer_keystring or null“Dealer key from list_dealers, e.g.”
  • price_minnumber or null“Minimum headline price in USD (before tax, title and dealer fees).”
  • price_maxnumber or null“Maximum headline price in USD (before tax, title and dealer fees).”
  • max_mileageinteger or null“Maximum odometer miles.”
  • body_stylestring or null“suv, sedan, pickup, hatchback, minivan or wagon.”
  • fuel_typestring or null“gasoline, hybrid, plug_in_hybrid or electric.”
  • drivetrainstring or null“fwd, awd, rwd or 4wd.”
  • zipstring or null“Five-digit US ZIP of the shopper.”
  • radius_milesnumber or null“Radius in miles around zip.”
  • exterior_colorstring or null“Exterior color family: white, black, silver, gray, blue, red, green or bronze.”
  • filtersarray or null“Generic filters on ANY ontology field (vehicle, listing, store, dealer, price, fee, incentive, media, payment).”
  • payment_minnumber or null“Minimum estimated monthly finance payment in USD (demo estimate).”
  • payment_maxnumber or null“DEPRECATED alias of max_monthly_payment (still accepted; the lower wins if both are given).”
  • max_monthly_paymentnumber or null“Canonical monthly payment cap: the shopper's monthly budget in USD, e.g.”
  • max_out_the_doornumber or null“Maximum estimated out-the-door total in USD for the buyer location (tax, title, registration, dealer fees, minus trade).”
  • min_out_the_doornumber or null“Minimum estimated out-the-door total in USD (same basis as max_out_the_door).”
  • seating_mininteger or null“Minimum seats, e.g.”

  and 27 more not listed here.

• list_searchable_fieldsreads or searches

  “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, r…”

  3 inputs

  • prefixstring or null“Only fields starting with this, e.g.”
  • querystring or null“Only fields whose name or description contains this text, e.g.”
  • detailstring“compact (default): type, range or up to 12 values.”
• get_payment_estimate

  “Use this to answer 'what would my monthly payment be' for ONE listing.”

  13 inputs, 1 required

  • listing_idstringrequired“dealer_key:VIN from search_inventory.”
  • down_paymentnumber or null“Cash down in USD, subtracted from the out-the-door total.”
  • trade_valuenumber or null“Trade-in allowance in USD.”
  • payoffnumber or null“Loan payoff owed on the trade-in, USD (negative equity is added to the amount financed).”
  • trade_equitynumber or null“Net trade equity in USD when allowance and payoff are unknown (negative if upside down).”
  • aprnumber or null“APR percent, 0 to 36.”
  • credit_tierstring or null“excellent, good (default), fair or poor.”
  • term_monthsinteger or null“Loan term in months, 12 to 96.”
  • buyer_statestring or null“Buyer's two-letter state for tax and fees.”
  • buyer_countystring or null“Buyer's county without 'County', for local tax lines.”
  • buyer_citystring or null“Buyer's city, for local tax lines.”
  • buyer_zipstring or null“Buyer's five-digit ZIP.”
  • eligible_incentive_labelsarray or null“label_raw values of conditional incentives from get_price_breakdown that the buyer qualifies for.”
• 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).”

  6 inputs, 2 required

  • listing_idstringrequired“dealer_key:VIN from search_inventory.”
  • scenariosarrayrequired“1 to 6 what-if scenarios, e.g.”
  • buyer_statestring or null“Buyer's two-letter state for tax and fees.”
  • buyer_countystring or null“Buyer's county without 'County'.”
  • buyer_citystring or null“Buyer's city.”
  • buyer_zipstring or null“Buyer's five-digit ZIP.”
• register_agenton 160 other serversdoes something elsedescribed as changing data

  “Optional and free.”

  2 inputs

  • agent_namestring or null“Optional: your agent or product name (no personal data).”
  • platformstring or null“Optional: platform it runs on, e.g.”
• save_searchon 12 other serverscreates or changes datadescribed as changing data

  “DEMO.”

  23 inputs

  • makestring or null“Make, e.g.”
  • modelstring or null“Model, e.g.”
  • trimstring or null“Trim.”
  • conditionstring or null“new, used or cpo.”
  • body_stylestring or null“e.g.”
  • fuel_typestring or null“e.g.”
  • drivetrainstring or null“e.g.”
  • year_mininteger or null“Oldest model year.”
  • year_maxinteger or null“Newest model year.”
  • price_maxnumber or null“Highest advertised price, USD.”
  • max_mileageinteger or null“Most miles.”
  • max_monthly_paymentnumber or null“Highest estimated monthly payment, USD.”
  • down_paymentnumber or null“Down payment used for the payment estimate, USD.”
  • credit_tierstring or null“excellent, good, fair or poor, for the payment estimate.”
  • term_monthsinteger or null“Loan term for the payment estimate.”
  • zipstring or null“Shopper's five-digit ZIP, the center of the search area.”
  • radius_milesnumber or null“Miles from zip (needs zip).”
  • statestring or null“Two-letter state of the selling store.”
  • expires_in_daysinteger or null“Days until the search ends (default 30, max 90).”
  • renew_search_idstring or null“Pass an existing search_id to renew it instead of saving a new one.”
  • callback_urlstring or null“Optional HTTPS webhook for new matches.”
  • shopper_emailstring or null“Optional: shopper's email for alert emails.”
  • email_consentboolean or null“true only if the shopper explicitly agreed to alert emails.”
• get_new_matcheson 1 other serverreads or searches

  “DEMO.”

  2 inputs, 1 required

  • search_idstring or nullrequired“search_id from save_search.”
  • sincestring or null“Optional ISO 8601 time; only matches after it (use checked_at from your last call).”
• cancel_searchdeletesdescribed as changing data

  “DEMO.”

  1 input, 1 required

  • search_idstring or nullrequired“search_id from save_search.”
• prepare_dealer_handoffcreates or changes datadescribed as changing data

  “Use this when the shopper has picked a car and a deal structure and wants to take it to the dealer.”

  18 inputs

  • listing_idstring or null“dealer_key:VIN from search_inventory.”
  • vinstring or null“17-character VIN, if listing_id is not known.”
  • scenarionull“The financing scenario the shopper chose, same shape as one compare_payment_scenarios scenario (down_payment, term_months, credit_tier or apr, trade fields, or…”
  • trade_valuenumber or null“Trade-in allowance in USD (used when the scenario does not set it).”
  • payoffnumber or null“Loan payoff owed on the trade-in, USD.”
  • trade_equitynumber or null“Net trade equity if allowance and payoff are unknown (no tax credit).”
  • trade_vehiclestring or null“Short description of the trade, e.g.”
  • buyer_statestring or null“Buyer's two-letter state.”
  • buyer_countystring or null“Buyer's county without 'County'.”
  • buyer_citystring or null“Buyer's city.”
  • buyer_zipstring or null“Buyer's five-digit ZIP; alone it resolves state, county and city.”
  • shopper_contactnull“REQUIRED.”
  • assistantnull“Optional assistant reference: name, session_ref, contact.”
  • eligible_incentive_labelsarray or null“Conditional incentive label_raw values the shopper qualifies for.”
  • trade_detailsnull“Optional trade-in details from the shopper: year, make, model, trim, vin, odometer, plate, plate_state, color, payoff_lender, payoff_amount.”
  • buyer_addressnull“Optional shopper address (street, city, state, zip, county), with their OK.”
  • financing_detailsnull“Optional separate deposit, cash_down and rebates (they add up to the down payment), plus pre_approval (has_pre_approval, lender_name, approved_amount, rate_per…”
  • add_on_interestnull“Optional: is the shopper interested in service_contract, gap, maintenance, other (yes, no or unsure)?”
• get_listingon 122 other serversreads or searches

  “Full synthetic listing record with per-value provenance (method 'synthetic').”

  1 input, 1 required

  • listing_idstringrequired“dealer_key:VIN from search_inventory, or the listing urn.”
• get_price_breakdownon 1 other serverreads or searches

  “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, …”

  1 input, 1 required

  • listing_idstringrequired“dealer_key:VIN from search_inventory.”
• 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.”

  13 inputs, 1 required

  • listing_idstringrequired“dealer_key:VIN from search_inventory.”
  • buyer_statestring or null“Shopper's two-letter state; sets the tax and fee state.”
  • buyer_countystring or null“Shopper's county name without the word County, e.g.”
  • buyer_citystring or null“Shopper's city, e.g.”
  • buyer_zipstring or null“Buyer's five-digit ZIP.”
  • registration_statestring or null“State where the car will be registered, if different from buyer_state.”
  • trade_valuenumber or null“Trade-in allowance in USD offered or expected for the shopper's car.”
  • payoffnumber or null“Loan payoff in USD still owed on the trade-in.”
  • lender_namestring or null“Lender holding the trade-in loan (optional, not stored).”
  • eligible_incentive_labelsarray or null“label_raw values of conditional incentives from get_price_breakdown that the shopper qualifies for (case-insensitive).”
  • financedboolean or null“True if the purchase will be financed, false for cash.”
  • plate_transferboolean“True to transfer existing plates where the state allows it.”
  • vehicle_weight_lbsnumber or null“Vehicle weight, used by weight-based registration fees.”

Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. Read 2026-10-23.

The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.