Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@HotelRate MCP Compare prices across Booking, Agoda, and Trip.com for the Ritz Paris on July 4-6"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
HotelRate MCP is an MCP-based hotel price comparison system that helps AI agents retrieve and compare hotel offers across Trip.com, Booking.com, Agoda, and Google Hotels through a unified interface.
It supports demo mode for testing and live browser-based searches using Playwright.
Related MCP server: 1Stay Hotel Booking
🔎 Multi-platform hotel price comparison
🤖 AI-agent integration using Model Context Protocol (MCP)
🌐 Browser automation with Playwright
⚡ Batch queries for multiple hotels
📊 Structured hotel offers and pricing data
🧪 Environment health checks and diagnostics
🔌 Optional REST API using FastAPI
Python • MCP • Playwright • FastAPI • Pydantic • pytest
AI Agent / MCP Client
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v
MCP Server
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v
Quote Service
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+----+----+----+
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Trip Booking Agoda Google
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v
Result Normalization
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v
Structured Hotel Offersgit clone https://github.com/seanbabalala/hotelrate-crawl.git
cd hotelrate-crawl
pip install -e .
cp .env.example .env
hotelrate-mcp doctorFor live searches, configure your environment and run:
hotelrate-mcp setupTool | Description |
| Retrieve offers for a hotel |
| Query multiple hotels |
| Check supported platforms |
| Check system readiness |
npx @modelcontextprotocol/inspector hotelrate-mcpOpen the URL printed in the terminal, navigate to Tools → hotel_quote, enter the hotel details, and run the tool to inspect the results.
Historical hotel price tracking
Price-drop notifications
Improved room matching
Interactive price comparison dashboard
Keep credentials and .env files private.
Never commit browser sessions or authentication tokens.
Respect website terms and access restrictions.
MIT License. Retain the applicable license and original attribution when redistributing the code.
This server cannot be deployed
Staylist World is a hotel comparison service your AI assistant can call directly. The free MCP server (https://staylist.world/mcp, Streamable HTTP, no auth) covers 80,000+ hotels with ratings, review summaries, published policies and booking links. No API key, no sign-up. Tools: search_hotels by city, name or need; get_hotel for overviews, amenities and published policies; get_booking_link; list_destinations; and get_reviews. There is also a REST API and Markdown versions of hotel pages. Unknown facts are marked as unknown. New: get_reviews returns a hotel's 1–2 star guest reviews from the last 24 months with the count out of all reviews; or paste staylist.world/reviews?hotel=<name> into any assistant.
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