Remember when having a website was "optional"? Or when social media was just for teenagers? We are standing at another one of those cliffs.

The way people search for travel is changing. Instead of typing "hotels in Miami" into Google and opening ten different tabs, travellers are starting to ask AI assistants: "Find me a hotel in Miami with a heated pool and a room under $300 for next weekend."

Right now, AI tools like ChatGPT or Google AI try their best to answer by scraping random information from the web. Sometimes they get it right; often, they hallucinate or pull outdated info from third-party sites.

If you want the AI to give the right answer — and eventually book the room for the guest — you need a bridge. That bridge is called MCP.

What in the world is MCP?

MCP stands for Model Context Protocol. That sounds terrifyingly technical, so let's use an analogy.

Imagine your hotel data is electricity. The AI is a brand-new appliance (like a toaster). Your data is the power grid.

The universal connector

Right now, there is no standard plug. The toaster is trying to draw power from static in the air (scraping the web). MCP is the USB-C cable. It is a universal standard that lets you plug your hotel's live data directly into the AI.

When you have an MCP server, you are telling the AI: "Stop guessing. Here is my live availability. Here are my real prices. Here is my official pet policy."

The problem: your data is a mess

Before you can plug into the AI, you have to clean up your house.

Most hotels have their information scattered everywhere. Rates are in the booking engine. Room descriptions are on the website. The policy on late check-outs is in a PDF on the front-desk computer. And the answer to "do you have gluten-free bread?" is only inside the chef's head.

AI hates disorder. If you want to use MCP, you first need to build a Single Source of Truth (SSOT). This is one centralised database that holds everything:

  • Real-time rates and availability from your Property Management System
  • Detailed policies like cancellation terms and check-in times
  • Granular operational details such as pool depth, gym hours, and dietary options

The two-part solution

Building this isn't a one-person job. A hybrid approach works best:

The data architecture

The transactional side: Your booking engine is already the expert on rates and availability. Let it handle the numbers.

The content side: Your website CMS likely isn't detailed enough for AI. You may need a specialised provider (or "canonical database") to house all those nitty-gritty operational details — FAQs, rules, services.

When you combine these two, you get a robust MCP server that can answer any question a guest throws at it.

The endpoint typically lives at a well-known location:

https://your-hotel.com/.well-known/mcp.json

This is what the AI platforms look for when they need to verify your inventory in real time.

Why bother doing this now?

You might be thinking, "Can't I just wait until everyone else does this?" Sure — but you'd be missing out on the first-mover advantage.

  • Be the "official" answer: Right now, AI relies on third parties (OTAs, review sites) to know about you. MCP lets you reclaim control of your narrative.
  • The agentic future: We are moving toward agentic AI. This means the AI won't just chat with the guest; it will act for them. It will actually click "Book Now." If your hotel speaks the MCP language, the AI can book directly with you. If not, it will book through an OTA that does.
"The question is not whether AI will mediate bookings. The question is whether hotels will own that connection or outsource it to intermediaries who extract rent." — Industry Strategy Analysis, Q4 2025

Your action plan

Don't panic, but do start preparing. Here's what you need to do:

  1. Organise: Start gathering all your scattered data into one place. Create your Single Source of Truth.
  2. Verify: Ensure your booking-engine provider is thinking about MCP. Ask them about their roadmap.
  3. Wait for the signal: As ChatGPT and Google AI open up these features, be ready to plug in your "USB-C" cable and turn the power on.

The strategic imperative

This is not about technology for technology's sake. This is about maintaining control over your distribution in an AI-first world.

Clean data is your strongest asset. MCP is the universal connector. And the agentic shift means AI will move from conversation to transaction.

The hotels that prepare now — organising their data, understanding the protocol, and establishing direct connections — will own the next decade of distribution. The ones that wait will find themselves paying commission to intermediaries who moved faster.

The infrastructure is being built right now. Your move.