Google Hotels Scraper

Name: Google Hotels Scraper
Author: RalfIJ

by RalfIJversion 1.0.0i★ –iRuns in the cloud

Registry nameio.github.RalfIJ/google-hotels

Install

Overview

Description from the maker (original English)

Google Hotels prices for any city and dates: nightly and total price with taxes, ratings, amenities.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Other
You need to fill in: Authorization

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
You fill in yourself: Authorization

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Run this in your terminal

claude mcp add --transport http google-hotels 'https://mcp.apify.com/?tools=ralfij/google-hotels-scraper' --header 'Authorization: your-value'

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "google-hotels": {
      "url": "https://mcp.apify.com/?tools=ralfij/google-hotels-scraper",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "google-hotels": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=ralfij/google-hotels-scraper",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

Authorization secret HTTP header
Optional: "Bearer ". MCP clients that support OAuth can sign in to Apify instead. Runs are billed to your Apify account.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account RalfIJ, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Otheri

More stars than 0% of the other 32623 servers in this category
Published to the registry more recently than 59% of the other 32623 servers in this category
Basic checks equal to or better than 100% of the other 32623 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Google Hotels Scraper safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: Authorization

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 27 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Draugr

Alternatives

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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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/compare_cities.py.*

Quick start

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.
Copy your API token from Settings > API & Integrations in Apify Console.
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

File	What it does
`examples/search_hotels.py`	Hotels for one city and date range, cheapest first, saved as CSV
`examples/compare_cities.py`	The same dates in several cities, with the chart above
`examples/cheapest_weekend.py`	Prices for the next 8 weekends, to find the cheapest one
`examples/price_tracker.py`	Run it daily: keeps a price history and lists hotels that got at least 10% cheaper

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

Taxes: Google shows US visitors nightly prices before taxes, and most other markets prices with taxes. For prices you can compare, use totalPrice / nights, as the examples do.
About 20 hotels per search: that's Google's first page. For more hotels in a city, add searches such as hotels in Amsterdam Jordaan or hotels near Amsterdam Centraal.
Relative dates: 30 days and 32 days keep scheduled runs pointing at the future. To track one stay over time, use fixed dates instead.
Market: the country input (Google's gl setting) decides which booking sites Google compares, and prices can differ between markets.
How it works: the scraper loads the same Google Hotels search page you see in a browser, without a browser, reads the hotel list from the data in the page, and retries from fresh residential IPs when Google blocks a request.

Other options

SerpApi has a Google Hotels endpoint, with a monthly subscription.
Booking sites' own APIs are usually only for partners and affiliates, and only cover their own prices.

Use it from AI assistants (MCP)

To let Claude, Cursor, VS Code or another MCP client look up hotel prices for you, add this MCP server URL: https://mcp.apify.com/?tools=ralfij/google-hotels-scraper. Sign in to Apify when the client asks, or send your Apify API token as Authorization: Bearer . Runs are billed to your own Apify account.

Notes

I built the Google Hotels Scraper used in these examples, so keep that in mind.
Pricing is per hotel with no subscription; see the actor page.
It returns business data only. Guest reviews and reviewer names are left out on purpose.
Not affiliated with, endorsed by or sponsored by Google. Google Hotels is a trademark of Google LLC.

License

MIT

Google Hotels Scraper

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

Draugr

README from the maker

Google Hotels API for Python

Quick start

Examples

Finding the cheapest weekend

What you get per hotel

Good to know

Other options

Use it from AI assistants (MCP)

Notes

License