Hotels must embrace MCP to stay competitive in the age of AI assistants

How the Model Context Protocol could redefine hotel distribution and direct bookings

Dec 3, 2025

Hotels face a shifting landscape: more travel planning is starting via conversational AI assistants rather than traditional search engines, threatening to disrupt visibility and control over bookings. The article argues that a new standard — the Model Context Protocol (MCP) — can act as a “bridge,” enabling hotels to supply verified data and even allow AI-assistants to make bookings on their behalf. By adopting MCP and organizing their content and rates into a central, structured database, hotels can position themselves to thrive in a future where guest conversations, not searches, drive bookings.

Key takeaways

MCP standardizes hotel-AI integration: MCP works like a “universal connector” that allows AI assistants (e.g. ChatGPT, Gemini) to access official hotel systems — rates, availability, policies — avoiding bespoke integrations for each platform.
Reliable, structured data replaces third-party uncertainty: On-web content (reviews, forums, OTAs) is often inaccurate, incomplete, or inconsistent — especially when it comes to details critical for booking. MCP ensures hotels supply verified, granular detail.
Booking engines should lead transactional integration: Because only booking engines control real-time rates, inventory, offers and commercial rules, they are the proper backbone for MCP’s transactional side — other systems (PMS, channel managers, metasearch) are insufficient.
CMS and public websites are inadequate for AI-driven bookings: Typical hotel websites often publish only a fraction of operational details, lack granularity, and use architectures not designed for structured AI querying.
Implementing an internal canonical database (SSOT) is a critical first step: Hotels must gather disparate information — room types, services, policies, rates, FAQs, loyalty benefits — into a living, maintained “single source of truth” that can feed the MCP.
MCP is already relevant — and its strategic value will grow: Some AI assistants already support MCP (or are planning to), making today’s adoption a competitive advantage rather than a speculative investment.
Future bookings could become agentic and conversational: With MCP, guests may soon interact with AI assistants — not just for information, but to complete bookings, request invoices or extras. Hotels that are not prepared risk being bypassed in this shift.