En español, en français, em português.
MCP is not an isolated integration. It is the external connectivity layer of Mirai AI Infrastructure.
If Knowledge organizes your hotel’s truth, Sarai enables conversation, and Lobby governs operations, MCP – Model Context Protocol – is the component that projects that entire system outward. Guest conversations no longer happen only on your website or your own channels. They are beginning to take place across assistants such as ChatGPT and third-party agents that interact with each other to support decision-making. We are witnessing the birth of agentic AI.
The question is no longer whether AI will answer questions about your hotel. The real question is whether it can operate directly on your content, inventory, and pricing, and complete reservations without losing control.
With the activation of MCP, Mirai provides that answer. We have evolved our booking engine to make it MCP-ready, enabling agentic reservations through ChatGPT or any other AI agent.
From navigable web to operable engine
For years, direct distribution has been built on a clear logic: users browsed a website and, within it, accessed the booking engine. Everything depended on visual structure, forms, buttons, and browsing experience.
Recently, frameworks such as WebMCP have emerged, allowing agents to “navigate” websites. But navigating is not the same as operating.
Automated browsing still depends on visual page structure and browser behavior. It simulates human interaction with an interface designed to be read. With Mirai AI Infrastructure, we take a different approach.
Through MCP, we do not expose a website to be crawled. We directly expose the structured core of the hotel and the booking engine so it can be consumed programmatically by external agents without relying on visual interfaces.
Through MCP, we expose:
- Real-time inventory and availability.
- Rates and commercial rules.
- Structured content from Knowledge.
- Transactional booking functions: create, modify, or cancel reservations.
This means AI agents can do more than consult your hotel. They can execute real actions directly on your booking engine, respecting your commercial rules and without intermediate redirects.
Within Mirai AI Infrastructure, MCP does not replace the engine. It makes it operable beyond the web.
It is not about an assistant reading your website. It is about interacting directly with your transactional infrastructure.
It is the shift from a navigable website to a truly operable engine in the era of agents.
An API built for the era of agents
MCP is an architecture specifically designed so AI agents can:
- Access structured information from your Knowledge master database.
- Understand context.
- Execute real actions on your hotel beyond simple queries.
- Respect the commercial rules you define.
- Maintain full traceability at all times through Lobby.
MCP is not just a connector. It is the layer that turns Mirai AI Infrastructure into an open infrastructure, ready to interact with the emerging ecosystem of agents.
Available today for Mirai clients
Mirai clients already have an active MCP server exposing:
- Structured content from Knowledge.
- Real-time inventory and availability.
- Rates and commercial rules.
- Real booking, modification, and cancellation functions.
This is not a future promise or an experimental development. It is operational infrastructure, ready to be consumed by assistants and AI agents as the market evolves. You do not need third-party solutions to “connect to AI.”
If you use the Mirai booking engine, this capability is already part of Mirai AI Infrastructure. It is not a parallel development or external integration. It is the natural evolution of the transactional core into the era of agents.
Beyond a specific assistant
ChatGPT, Claude, and Gemini are just examples. The shift does not depend on a single provider. Agents will continue to evolve, and new use cases will emerge:
- Travel-specialized agents.
- Complementary experience agents.
- PMS integrations.
- Assistant marketplaces.
- Hotel-specific applications within ecosystems such as ChatGPT.
Thanks to MCP, you will be able to build your own integrations and applications, by directly consuming inventory, structured content, and real booking engine functions.
You will not depend on how third parties interpret your information. You will expose your truth in a structured, controlled, secure way that is aligned with your commercial rules.
The internal architecture is complete
With the conversational booking engine, Knowledge, and Lobby, Mirai AI Infrastructure already operates internally as a coherent system. MCP is the component that projects it outward, allowing that same coherence — content, commercial rules, and inventory — to operate in any environment.
Artificial intelligence is not just a new interface. It is a new layer of interaction between systems. MCP is the infrastructure that ensures your hotel participates in that new layer without losing control, consistency, or direct revenue.
