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., "@hotels-skill find hotels in New York for April 10-13"
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.
The only free, real-time Booking.com scraper for AI Agents, Claude, and Python.
⭐️ Star this repo if you want to skip the API fees.
This tool uses a headless browser (Playwright) to scrape Booking.com search results in real-time, bypassing the need for expensive commercial APIs. It outputs clean JSON for LLMs.
Real-time Pricing: Scrapes live data from Booking.com.
No API Keys: Runs locally using headless Chrome.
AI-Native: Returns structured JSON optimized for Agents.
MCP Compatible: Works natively with Claude Desktop.
Related MCP server: Amadeus Hotel API MCP Server
Clone the repo:
git clone https://github.com/Anmoldureha/hotels-skill.git
cd hotels-skillSet up Python environment:
python3 -m venv venv
source venv/bin/activate
pip install playwright
playwright install chromiumRun the script directly:
# python booking.py LOCATION CHECKIN CHECKOUT ADULTS
python booking.py "Bangkok" 2026-03-15 2026-03-22 2Output:
{
"hotels": [
{
"title": "Hilton Sukhumvit Bangkok",
"price": "₹ 110,363",
"rating": "8.5",
"link": "https://www.booking.com/..."
}
]
}Add this to your claude_desktop_config.json:
{
"mcpServers": {
"hotels": {
"command": "/absolute/path/to/hotels-skill/venv/bin/python3",
"args": ["/absolute/path/to/hotels-skill/mcp_server.py"]
}
}
}This uses web scraping. Booking.com may change their DOM structure or block IPs if abused. Use responsibly (add delays between requests).
This server cannot be deployed
Booking.com stays by destination and dates, and full property details, as structured JSON.
Give AI assistants access to real-time data. Search the web, compare flights, find hotels, and more.
Real-time Booking.com rates for agents. Three things people do with this server. Scan for rate gaps: price_as_seen_from prices the same room from another market, so an agent can sample a property across countries and compare. Put live search in your app: search a destination or look a property up by name, no internal IDs, room-level rates as flat JSON. Run a 24/7 AI travel agent: add the server, sign in with Google, and schedule it. No ads, no sponsored content. You bring your own RapidAPI key, so every search is billed to your plan and never to anyone else's. Add https://hotels.flightpowers.com/mcp , click Sign in, sign in with Google, and paste your RapidAPI key once on the page that opens. Scripts and clients without a sign-in button send the key as x-rapidapi-key on the same URL.
Travel & commerce intelligence for AI agents: search, book & price-track hotels, events, retail.
