hotels-skill
Enables real-time hotel search and pricing data from Booking.com for AI agents and Claude.
README
Free Booking.com API (MCP Server) 🏨
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.
🚀 Features
- 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.
📦 Installation
-
Clone the repo:
git clone https://github.com/Anmoldureha/hotels-skill.git cd hotels-skill -
Set up Python environment:
python3 -m venv venv source venv/bin/activate pip install playwright playwright install chromium
🛠️ Usage
Run the script directly:
# python booking.py LOCATION CHECKIN CHECKOUT ADULTS
python booking.py "Bangkok" 2026-03-15 2026-03-22 2
Output:
{
"hotels": [
{
"title": "Hilton Sukhumvit Bangkok",
"price": "₹ 110,363",
"rating": "8.5",
"link": "https://www.booking.com/..."
}
]
}
🤖 Agent Integration (MCP)
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"]
}
}
}
⚠️ Note
This uses web scraping. Booking.com may change their DOM structure or block IPs if abused. Use responsibly (add delays between requests).
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.