Gondola Award Travel Search

{
  "id": "aix_99f4c7f24f",
  "name": "Gondola Award Travel Search",
  "operator": "(unclaimed - source: registry-official · publisher: ai.gondola)",
  "description": "Compare cash vs points on hotels, flights, and cars. Checkout supported hotels and rental cars.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-11-09",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "web-scrape"
  ],
  "protocols": {
    "mcp": "https://mcp.gondola.ai/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 4387,
    "uptime_30d": 0.9942528735632183,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 36,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-11-09T11:00:36.511Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.gondola.ai/"
    },
    {
      "label": "repository",
      "url": "https://github.com/gondola-ai/gondola-mcp"
    }
  ],
  "avatar": "https://github.com/gondola-ai.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/gondola-ai"
    }
  ],
  "profile": {
    "mcp_server": "gondola",
    "mcp_version": "0.1.6-go",
    "tool_count": 46,
    "tools": [
      {
        "name": "book_flight",
        "description": "Book a prepared flight only after the traveler explicitly confirms the exact current quote, total, currency, and consent version. Use the handoff_id and quote_id returned by prepare_flight_booking and a saved payment_id from get_payment_methods. Gondola derives the traveler ID and type and a stable booking request ID; do not invent or retry with different identities. If the outcome is uncertain, retrieve the booking state instead of repeating the mutation."
      },
      {
        "name": "book_hotel",
        "description": "Book a hotel room using a rate from get_hotel_rates. Requires guest details and a saved payment method. Use get_payment_methods to find the payment ID. The gondola_rate_id comes from the room rates returned by get_hotel_rates."
      },
      {
        "name": "book_vehicle",
        "description": "Book a rental vehicle from a search result. Requires a Gondola account and a saved payment method (use get_payment_methods to find the payment ID). The vendor_code, rate_code, acriss_code, and search_id all come from search_vehicles results."
      },
      {
        "name": "cancel_flight_booking",
        "description": "Preview flight cancellation first with confirm=false or omitted. Show the returned itinerary cancellation scope and exact terms before asking the traveler to confirm. A void preview means Gondola will first try to void every exact ticket document and will cancel the itinerary only after complete void proof; the amount returned is not known. To confirm, send the same booking_id plus the preview's cancellation_id, currency, expected_refund_amount, expected_ticket_settlement_method, and expected_ticket_settlement_affected_count with confirm=true, echoing only the terms present in the preview. Whe"
      },
      {
        "name": "cancel_vehicle_booking",
        "description": "Cancel an existing vehicle booking by its Gondola booking ID. Use this when a user wants to cancel a rental they previously booked."
      },
      {
        "name": "compare_rates",
        "description": "Compare current canonical cash vs points rates side-by-side for one or more hotels. Use this whenever the user is making a cash-vs-points decision — whether focused on a single hotel (\"compare cash and points at Park Hyatt Tokyo\") or weighing top picks against each other (\"which of these is the best points redemption?\"). Pass an array of one to five hotel_ids resolved from search_hotels. Returns current cash rate, points rate, CPP valuation, and deal scores per hotel; a hotel whose current pricing has not loaded is labeled unconfirmed, not unavailable."
      },
      {
        "name": "create_rate_alert",
        "description": "Create a rate alert to monitor a hotel for price drops. The user will be notified by email when the rate drops. Optionally specify dates, or leave them out to monitor any two-night stay."
      },
      {
        "name": "credit_card_coverage",
        "description": "Look up rental car CDW/LDW (collision damage waiver / loss damage waiver) coverage provided by a credit card. Useful before booking — tells the user whether they can decline the rental company's expensive insurance. Provide EITHER credit_card_product_name (exact card match) OR card_number_bin + card_provider (network-tier-based lookup)."
      },
      {
        "name": "delete_rate_alert",
        "description": "Delete a rate alert to stop monitoring a hotel for price drops."
      },
      {
        "name": "diagnose_rates",
        "description": "Diagnose rate availability and per-supplier statuses for a specific hotel. Use this when a power user asks why certain rates aren't showing (e.g. \"why is there no AAA rate?\" or \"is this hotel mapped to Travelport?\"). Returns per-source status and a full breakdown of every rate by type. Diagnostic — not for casual recommendations."
      },
      {
        "name": "get_booking",
        "description": "Get details for a hotel booking made through Gondola, using the Gondola booking ID shown as \"Gondola booking\" by get_upcoming_trips and get_past_trips. Returns hotel name, dates, room type, rate, status, and cancellation policy. A hotel or airline confirmation number will not resolve. Reservations Gondola imported from email have no Gondola booking ID; get_upcoming_trips and get_past_trips already return their full detail, so answer from those instead of calling this."
      },
      {
        "name": "get_booking_link",
        "description": "Get a booking link for a hotel on Gondola. Use this when a user wants to book a specific hotel. Returns a URL to the hotel's booking page with dates pre-filled. Pass gondola_rate_id when a specific rate is known so the link deep-links straight to that rate's checkout page."
      },
      {
        "name": "get_favorite_hotels",
        "description": "Get the hotels the user has saved as favorites in Gondola, newest first. Use this when the user asks about their favorite or saved hotels, or to ground recommendations in places they already like. Returns each hotel's name, hotel_id, chain, address, and the date it was saved. Pass the returned hotel_id to get_hotel_details or get_hotel_rates. When more favorites exist, the result includes a cursor; pass it back to fetch the next page."
      },
      {
        "name": "get_flight_booking",
        "description": "Get the current owner-scoped state of a Gondola flight booking, including booking, payment, ticketing, action-required, cancellation, ticket settlement, refund-review, failure, and chronology state. Ticket settlement is separate from refunds, customer payouts, credits, and Gondola Cash. Use this after book_flight or when a booking mutation had an uncertain outcome; retrieving status does not repeat the booking."
      },
      {
        "name": "get_flight_credits",
        "description": "Get the user's active airline flight credits, eCredits, travel funds, vouchers, and travel-bank balances. Returns the airline, remaining usable amount, currency, credit type, and expiration date when known. Use this whenever the user asks whether they have unused airline money, credits from cancelled flights, or travel vouchers. Credit numbers and confirmation numbers are deliberately not exposed."
      },
      {
        "name": "get_flight_points",
        "description": "Collect award (miles/points) pricing for a flight search that reported pending_sources. Call this after search_flights when you set points: true and the response came back with pending_sources — those are the loyalty programs still being scraped. Returns per-program results: cash itineraries paired with their award price and cents-per-point, plus award-only itineraries the cash search did not surface. A program reporting \"timeout\" has no answer yet and can be asked again; \"no_results\" means that program genuinely has no award availability on this route."
      },
      {
        "name": "get_flight_seats",
        "description": "Get current optional seat maps for the exact handoff_id and quote_id returned by prepare_flight_booking. Pass the same test setting the quote was prepared with; test and production quotes are both supported. Before recommending a seat, call get_traveler_context for stated/learned preferences and get_past_trips for historical seat evidence. Explicit preferences take precedence; do not invent a preference from weak or missing history. Do not infer window or aisle from arbitrary seat letters; use current supplier map topology and disclosures. Return the actual seat price, restrictions and passeng"
      },
      {
        "name": "get_free_night_credits",
        "description": "Get the user's free night certificates — the award nights earned from credit cards and elite status, such as a Marriott Free Night Award, a World of Hyatt free night, a Hilton free night reward, an IHG reward night, or a Wyndham Go Free night. Returns each certificate's program, how many remain, what it covers (a points ceiling, a hotel category range, or any standard room), when it expires, and whether a points top-up is allowed. These are distinct from points balances — a user can hold zero points and still have a certificate — so use this rather than get_loyalty_accounts whenever the user a"
      },
      {
        "name": "get_hotel_details",
        "description": "Get stored property information for a specific hotel: address, chain and brand, property type, star and guest ratings, all-inclusive and adults-only flags, themes, description, check-in and check-out times and instructions, amenities, photo links, room types with beds, size, max adults, and views, policies, and fees. Content only, with no dates or availability. Long lists are capped and end with a '+N more' count, so an amenity missing here may still exist. Use this after search_hotels when the traveler wants to learn more about a property; use get_hotel_rates for prices."
      },
      {
        "name": "get_hotel_rates",
        "description": "Get live room rates for one hotel and stay window. Rooms are grouped by type, and every room type is shown, in full while the response stays within a size budget (at most 50), with every rate each: the cheapest non-refundable, cheapest refundable, and cheapest points award are labeled first, then every other rate cheapest first, each with nightly and total price, meaningful supplier offer name (such as a breakfast or parking package) when available, cancellation terms with the free-cancellation deadline, points earned, and the rate_id that get_booking_link and book_hotel accept as gondola_rate"
      },
      {
        "name": "get_hotel_reviews",
        "description": "Get guest reviews for a specific hotel. Use this to help a user understand what other guests thought about a property — common complaints, recurring praise, recent service issues. Returns up to 10 recent reviews with ratings and comments."
      },
      {
        "name": "get_hotel_stats",
        "description": "Get pricing percentile context for a specific hotel. Returns where the current rate falls relative to the property's typical pricing (e.g. \"this rate is in the 20th percentile — cheaper than 80% of historical observations\"). Use this to add objective context to recommendations."
      },
      {
        "name": "get_loyalty_accounts",
        "description": "Get the user's loyalty program memberships and current point balances. Use this to personalize recommendations (e.g. \"with 120k Bonvoy points, this Sheraton is a great points redemption\") and to suggest portfolio optimizations. This covers points balances and elite tiers only — free night certificates are tracked separately and are NOT returned here; use get_free_night_credits for those."
      },
      {
        "name": "get_multi_night_rates",
        "description": "Get cached, partial rate observations for a hotel over a flexible date range. Use this for seasonality shape and to shortlist candidate check-in dates (e.g. \"any week in May\"), never to prove a missing date is unavailable. `nights` is the exact stay length and `end_date` is the latest checkout, not the latest check-in. Coverage is especially sparse far in the future. Confirm every selected exact stay with get_hotel_rates before stating availability or a bookable price."
      },
      {
        "name": "get_past_trips",
        "description": "Get the user's past hotel stays and flights. Use this to answer travel-history questions and make recommendations grounded in behavior (e.g. \"you loved the Park Hyatt last year\", \"you've flown United six times this year\", \"what seats have I taken before?\", or \"what is my favorite airplane seat?\"). Returns past hotels and flights with dates, confirmation numbers, status, costs, loyalty programs, routes, airlines, ticket class, miles redeemed, and historical flight seat assignments when Gondola parsed real row+letter seats from airline emails. Opens with a Patterns block summarising the WHOLE hi"
      }
    ],
    "profiled_at": "2026-11-09T11:00:36.511Z"
  },
  "unreachable": false,
  "payment_method": "oauth"
}