How to Make Your Tours Bookable by AI Agents: An MCP Primer for Travel Suppliers
AI agents are learning to book. Here is what a tour supplier should put on the menu for them, what to leave off, and how to start without betting the season.
Field Notes · Agentic Travel
An AI agent holding a card number is a liability. An agent holding a scoped mandate, a locked quote and a human checkpoint is a sales channel.

In May, Skift reported that Expedia Group is preparing to launch a business-to-business Model Context Protocol (MCP) server so that partners’ AI agents can connect directly to its inventory. The same report put its B2B business at 21 billion API calls a day.
When the largest intermediaries start cutting doors for agents, the question for an independent supplier changes. It is no longer whether AI agents will try to book you. It is what happens in the minute or two when one of them tries to pay.
Search is reversible. Quotes are reversible. Payment is the moment an agent’s action becomes real money, a real seat in a real van, and a real cancellation policy that someone will be held to. That is where the controls belong.
Before money moves, the supplier’s system should be able to answer:
Each answer maps to a building block.
A mandate is a scoped, expiring authorization from the traveler to the agent: a maximum amount and currency, the merchant, allowed product types, a date range, whether non-refundable charges are permitted, and an expiry. The agent presents it; your system verifies it with the payment provider or wallet that issued it. A free-text field saying “the user approved this” is not a mandate.
A quote binds price, taxes, fees, inventory and cancellation terms into one object with an ID, a fingerprint of its contents and an expiry. Fifteen minutes is a reasonable default for tours. Payment must reference the quote ID, and if anything changes, the agent requests a new quote. That protects the traveler from bait-and-switch, and protects you from an agent paying a stale price.
Booking is two-phase: hold, then confirm. A hold reserves inventory for the life of the quote. Because agents can open holds at machine speed, cap them — for example, no more than three concurrent holds per agent per departure — or a single misbehaving agent can make a popular date look sold out.
Every write call — hold, pay, confirm, cancel — carries an idempotency key. If the same key arrives twice, the second call returns the first call’s result instead of doing the work again. This single control prevents most double charges and double bookings.
The agent never sees a card number. It presents a payment token issued by the traveler’s provider and bound to the mandate. That keeps card data out of the agent’s context window, out of your logs and out of your compliance scope.
Some transactions pause until the traveler confirms on their own device: anything over a threshold, anything non-refundable, the first booking from an agent you haven’t seen before, mismatched traveler names, or terms outside the mandate. The traveler sees a plain summary — dates, names, total, what is refundable and until when — and taps to approve. The agent waits.
A traveler asks her assistant to book a three-day guided canyon trip for two in late September, “under $1,600.” The supplier exposes its catalog through an agent-facing MCP server. Here is what happens:
| Time | Step | Detail |
|---|---|---|
| 10:02:14 | Search | Agent queries the catalog; three departures fit |
| 10:02:40 | Quote | Sept 24 departure, two guests: $1,480 including taxes and fees. Deposit of 30% ($444) is non-refundable; the $1,036 balance is due Aug 25 and refundable until then. Quote valid for 15 minutes |
| 10:02:41 | Hold | Two seats held until 10:17:40 |
| 10:03:05 | Mandate | Agent presents a mandate: up to $1,600, this merchant, guided tours, expires tonight, non-refundable charges allowed |
| 10:03:06 | Step-up | A non-refundable deposit plus a first booking from this agent triggers a confirmation on the traveler’s phone |
| 10:04:30 | Approval | She reviews the summary and approves |
| 10:04:31 | Payment | Agent submits a token for $444 with the quote ID and an idempotency key |
| 10:04:39 | Retry | After a network timeout, the agent retries with the same key and receives the original result: one charge |
| 10:04:40 | Confirm | Booking confirmed; confirmation, policy and balance schedule sent directly to the traveler; booking tagged with the agent’s identity |
Two details deserve attention. First, the balance. The mandate expires tonight; it is not standing authority to charge $1,036 in August. The balance goes to the traveler as a direct payment link, or runs under a separate stored-payment agreement she makes with you. Second, the confirmation goes to the traveler directly. If the agent’s summary to her is wrong, your own message is the correction.
| Risk | Control |
|---|---|
| Agent overspends or books the wrong product | Mandate scope checked on your side; quote lock |
| Price or terms change between quote and payment | Quote fingerprint and expiry |
| Double charges from retries | Idempotency keys on every write |
| Inventory squatting | Hold expiry and per-agent hold limits |
| Card data exposure | Tokens only; no card numbers through the agent channel |
| “I never agreed to that” | Step-up record, fingerprinted quote and audit log |
| Prompt injection steering the agent toward an odd booking | Mandate must match; unusual requests always step up |
| Messy refunds | Machine-readable policies; refunds to the original method; cancellations through the same guarded interface |
| Unknown or misbehaving agents | Agent identity on every call, rate limits, per-agent revocation |
None of these depend on trusting the agent’s reasoning. They are enforced by your system, at your boundary. That is the design principle behind Nova’s Agent Gateway: agents can be as clever as they like, but the checkout has to be strict.
When a booking is disputed six weeks later, the question is whether someone outside engineering can reconstruct what happened in five minutes. For every agent transaction, keep:
Store it append-only, and make it readable as a plain timeline. A record nobody can interpret under pressure is not much better than no record.
You don’t have to grant every agent full booking power on day one. Treat permissions as levels, granted per agent and earned through behavior:
Promotion criteria can be simple. For instance, an agent moves from Level 1 to Level 2 after 200 holds with a hold-to-booking conversion above 15% and no disputes. Demotion should be automatic: a spike in disputes, abandoned holds or cancellations drops an agent a level until someone takes a look.
Agents can assemble the trip and carry it to the edge of payment. For irreversible money, the traveler decides. For exceptions — groups above your standard size, medical or mobility needs, private charters — your staff decides, and the booking should land in the same exception queue your team already works from in booking operations. “Draft, don’t decide” applies to agents, too.
Security practices matter here as much as product design: least-privilege access for every agent credential, encryption in transit and at rest, and logs that redact anything sensitive. Our security and trust notes describe how we approach that side.
For a fuller pre-launch list, the agent-ready checklist covers catalog and policy work as well as payments, and agentic commerce readiness is the engagement that takes a supplier from Level 0 to a supervised Level 3. The order you work in matters less than the principle: decide the rules for money before an agent asks.
Questions
It shouldn't handle the card number at all. A safer pattern is for the traveler's payment provider or wallet to issue a token scoped to a mandate (a maximum amount, a merchant, a time window), which the agent presents and the supplier verifies. The raw card details never enter the agent's context.
A quote lock binds price, taxes, fees, inventory and cancellation terms into a single quote with an identifier and an expiry time. Payment must reference that quote. If anything changes, the agent has to request a new one, so neither side is surprised by different terms at checkout.
That depends on your contracts, your payment provider's rules and consumer law where you sell, so review it with counsel. What you can control is the evidence: a fingerprinted quote, the traveler's mandate, a step-up confirmation record and a clean audit log make disputes short and fair.
Keep reading
AI agents are learning to book. Here is what a tour supplier should put on the menu for them, what to leave off, and how to start without betting the season.
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