原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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Google Hotels Scraper

作者:RalfIJ版本 1.0.0i★ –i在云端运行
注册名称io.github.RalfIJ/google-hotels

安装

概览

作者提供的说明(英文原文)

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

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 其他
  • 你需要填写:Authorization

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。

你需要

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

在终端中运行这条命令

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

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

你的选择通过 Cookie 保存在这台设备上,无需账户。

需要你填写的值

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

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 RalfIJ 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 32655 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32655 个服务器的 59% 更新
  • 基础检查结果等于或优于此分类中其他 32655 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Google Hotels Scraper 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

你需要填写:Authorization

它在我的电脑上运行还是在云端?

它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(1.0.0)于27天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, SuperCollider

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
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Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211前天更新
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SuperCollider

作者:Tok

Make sound with SuperCollider: synths, drums, chords, melodies and soundscapes over OSC.

在你的电脑上运行今天更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

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

  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

FileWhat it does
examples/search_hotels.pyHotels for one city and date range, cheapest first, saved as CSV
examples/compare_cities.pyThe same dates in several cities, with the chart above
examples/cheapest_weekend.pyPrices for the next 8 weekends, to find the cheapest one
examples/price_tracker.pyRun 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

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