Google Hotels Scraper MCP server

Google Hotels API for Python

Get hotel prices from Google Hotels into Python for any city and dates: the nightly price, the total for your stay with taxes and fees, Google's deal note ("23% less than usual"), guest rating, review count, star class, amenities and coordinates. Google Hotels compares booking sites and the hotels' own websites, so one search gives you the going rate.

Google has no public API for reading hotel prices. Its hotel APIs are for travel partners that send their prices to Google. These examples use a hosted scraper instead, the Google Hotels Scraper on Apify, through the official Python client.

Example output: the median price per night of the first 20 hotels Google shows in 8 cities, for 2 adults on the weekend of 13 to 15 November 2026. Made with examples/comparecities.py.*

Quick start

1. Create a free Apify account. The free plan includes $5 of credit every month, which covers more than 1,000 hotel prices. No credit card needed.
2. Copy your API token from Settings > API & Integrations in Apify Console.
3. Run an example:

pip install -r requirements.txt
export APIFY_TOKEN=your-token        # Windows: set APIFY_TOKEN=your-token
python examples/search_hotels.py

hotel                                      stars rating  a night, all-in
The Central House Lisbon Baixa                 2    4.3           53 EUR
Lisbon Wine House - Rooms & Suites             3    3.7           68 EUR
Next Level Premium Hotels Lisbon               3    4.7           76 EUR
Novotel Lisboa                                 4      4           83 EUR
...
Saved 20 hotels to hotels.csv

Examples

sample-output/hotels-lisbon-2026-11-13.csv shows the CSV from search_hotels.py.

Finding the cheapest weekend

cheapest_weekend.py for Amsterdam, run on 10 October 2026:

Fri 16 Oct to Sun 18 Oct: median EUR 191, cheapest EUR 97 a night
Fri 23 Oct to Sun 25 Oct: median EUR 302, cheapest EUR 28 a night
Fri 30 Oct to Sun 01 Nov: median EUR 140, cheapest EUR 88 a night
Fri 06 Nov to Sun 08 Nov: median EUR 177, cheapest EUR 104 a night
Fri 13 Nov to Sun 15 Nov: median EUR 135, cheapest EUR 96 a night
Fri 20 Nov to Sun 22 Nov: median EUR 133, cheapest EUR 89 a night
Fri 27 Nov to Sun 29 Nov: median EUR 141, cheapest EUR 86 a night
Fri 04 Dec to Sun 06 Dec: median EUR 132, cheapest EUR 78 a night

Cheapest weekend: 04 December (median EUR 132 a night, taxes included)

The weekend of 23 October costs more than twice as much as the cheapest one. That's the Amsterdam Dance Event, which runs from 21 to 25 October.

What you get per hotel

• pricePerNight as Google shows it, and totalPrice for the whole stay with taxes and fees, plus totalPriceBeforeTaxes and taxesAndFees when Google shows the split
• dealText, such as "23% less than usual"
• rating, reviewCount, hotelClass (stars) and propertyType (hotel, hostel, vacation rental and so on)
• amenities, description, checkInTime and checkOutTime
• latitude, longitude, website, googleHotelsUrl and googleMapsUrl
• hotelId, Google's id for the property, to match hotels across runs

Good to know

Shortened. The full README is on GitHub.