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Google Trends Scraper API - Interest Over Time, Related Queries

作者:AnshumanAtrey版本 1.0.9i★ –i在云端运行
注册名称io.github.AnshumanAtrey/google-trends-api-scraper

安装

概览

作者提供的说明(英文原文)

Google Trends Scraper API: Interest and Trending Now

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-trends-api-scraper 'https://mcp.apify.com/?tools=anshumanatrey/google-trends-api-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-trends-api-scraper": {
      "url": "https://mcp.apify.com/?tools=anshumanatrey/google-trends-api-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-trends-api-scraper": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=anshumanatrey/google-trends-api-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 必填 HTTP header
    Apify API token, as 'Bearer '. Runs bill to this 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

服务器要求先登录,才会列出它的工具。

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 AnshumanAtrey 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

  • ✓ 通过

    端点有响应

    在 24 毫秒内响应(HTTP 401)

  • ✓ 通过

    使用 OAuth 登录

    声明支持 OAuth 登录,你的 AI 应用可以带你去登录

  • … 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 32661 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32661 个服务器的 80% 更新
  • 基础检查结果等于或优于此分类中其他 32661 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 Trends Scraper API - Interest Over Time, Related Queries 安全吗?

它在 3 项适用的基础检查中通过了 3 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(1.0.9)于8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, Claude Checkpoint MCP

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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Claude Checkpoint MCP

作者:daniel-munoz

MCP server that checkpoints Claude Code session context to survive crashes and token limits

在你的电脑上运行今天更新
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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 Trends Scraper API - Interest Over Time, Related Queries

Google Trends scraper and unofficial Google Trends API with no Google account and no API key. Type keywords and get Google's search interest over time, a side-by-side comparison of up to 5 keywords, interest by country, state or city, the top and rising related queries, every Trending Now search with its news articles, and the topics Google matches a word to.

Use it as a pytrends alternative or a SerpApi Google Trends alternative: pull Google Trends in Python, JavaScript, n8n, Make or an AI agent through the Apify API or the Apify MCP server, and export the rows as JSON, CSV or Excel. $0.02 per keyword, $0.08 more for its related queries, $0.0009 per Trending Now search. No start fee, platform usage included. Only the keywords are required.


What does it do?

You type one or more keywords and press Start. Each keyword comes back as one dataset row with the same keys every time, so it drops straight into a spreadsheet, a database or an AI pipeline.

  • Interest over time. Google's 0 to 100 series for the keyword. Google picks the step from the time period: minutes for the past hour, hours for the past 7 days, days for 3 months, weeks for 12 months. It goes back to 2004, and a custom period takes any two dates. Every point has a UTC date, and the last one says when it is still partial.
  • Compare up to 5 keywords. The keywords go to Google in one request, like typing them side by side on trends.google.com, so every value shares one scale. Google's own average for each keyword comes with them.
  • Interest by region. Which countries, states or provinces, or cities search for the keyword most. Regions Google has no data for are left out instead of filled with zeros.
  • Related queries, top and rising. Up to 25 top and 25 rising searches, with Google's growth labels such as "Breakout" and "+2,650%".
  • Trending Now. Every Google trending search in a country over the past 4, 24 or 48 hours or 7 days, not only the 10 in Google's RSS feed. Each one has its search volume, growth, start and end time, topics, the searches Google groups under it and news articles about it. If Google's full list does not answer, the actor falls back to the RSS feed and says so in the run summary.
  • Suggestions. The topics Google matches a word to, each with its id. For bitcoin: Bitcoin (Cryptocurrency), Blockchain.com, Cryptocurrency ATM and 2 more.
  • Any Google search, place, time and subject. Web, News, Images, YouTube or Shopping search. Worldwide or one country. Any of Google's 1,427 categories.

How is it different from other Google Trends scrapers?

We read the input schemas and READMEs of every Google Trends actor on the Apify Store with 40 or more users in the last 30 days, on 2026-09-24: 8 actors, two of them for Trending Now only. How many of the 8 offer each feature:

FeatureOther Google Trends actors (of 8)This actor
Compare 2 to 5 keywords on one scale4 (one of them through commas inside one search term)Yes, as a plain list
Related queries, top and rising5Yes
Every Trending Now search, not only the 10 to 20 in Google's RSS feed3Yes
Every Trending Now search with its news articles1Yes, 0 to 10 articles per trend
Keyword data and Trending Now in one actor4Yes
Web, News, Images, YouTube and Shopping search3Yes
Custom date range3Yes
Topic suggestions (the topic ids Google matches a word to)1Yes
Start fee per run5 of 8 charge oneNone
Platform usage billed to you on top of the price2 of 8No, included

One more thing you only notice when something goes wrong:

  • You pay only for keywords that came back. When Google has too little search data for a keyword, or still throttles it after a retry and two fresh sessions, the keyword is not saved and costs nothing. The run summary names it and says why. When one part of a row is empty, for example related queries for a rare word, the row lists it in missing and related queries are not charged, so an empty list never looks like Google's answer.

Related topics are not included. The endpoints this actor uses sent an empty related-topics list in all 3 tries on 2026-09-24, while related queries came back full. apify's Google Trends Scraper did return related topics that day (run Wsjyg51mE7OXfXwOR).

When should I use it?

  • SEO and content: find rising queries around a topic before they peak, and pick between two phrasings by comparing them.
  • Market and product research: compare brands or products on one scale over 12 months or 5 years, and see which states or countries search most.
  • Newsrooms and social teams: pull every Trending Now search for a country every hour, with the news articles behind each one.
  • Finance and research models: a weekly or daily interest series as a signal for crypto, stocks, elections or product launches.
  • AI agents: answer "is interest in X rising?" with Google's real series, through the Apify API or the Apify MCP server.
  • Academic research: a dated record of search interest back to 2004.

How much does it cost to scrape Google Trends?

Pay per event: $0.02 per keyword for interest over time and interest by region, $0.08 more per keyword for related queries (so $0.10 for a keyword with all three parts), $0.0009 per Trending Now search ($0.90 per 1,000) and $0.002 per keyword looked up for suggestions. No start fee, no monthly fee, platform usage included. On paid Apify plans every price is 10% less on Scale and 20% less on Business and above.

RunChargedPrice
The example input (2 keywords, past 12 months, worldwide, all three parts)2 keywords + 2 related queries$0.20
One keyword, interest over time and regions1 keyword$0.02
One keyword with related queries too1 keyword + 1 related queries$0.10
A comparison of 5 keywords (interest over time and regions)5 keywords$0.10
100 keywords with all three parts100 keywords + 100 related queries$10.00
1,000 keywords, interest over time only1,000 keywords$20.00
Trending Now, United States, past 24 hours (220 trends on 2026-09-24)220 trends$0.198
Trending Now, India, past 7 days (1,182 trends on 2026-09-24)1,182 trends$1.06
Suggestions for 10 keywords10 lookups$0.02
A run where Google returned no data0$0.00

A keyword costs the same whichever of interest over time and regions you ask for, and in a comparison each keyword counts once. Related queries are charged only when Google returns at least one. Apify's free plan includes $5 of monthly credit, which covers about 250 keywords with interest over time and regions, 50 keywords with related queries as well, or 5,500 Trending Now searches. Set a spending limit on a run for a hard cap: the actor does not start a keyword the remaining limit cannot pay for, stops cleanly when the limit is reached, and every row you paid for is saved.

How does the price compare with other Google Trends scrapers?

The same jobs with every Google Trends actor on the Apify Store that had 40 or more users in the last 30 days on 2026-09-24, ordered by those users. Prices come from each actor's live pricing that day on the Apify free plan at its default memory (some start fees are charged per GB of memory). For apify's actor, whose platform usage is billed to you, we ran both jobs on our own account and quote the bill (note 1).

  • Job 1: one keyword, United States, past 12 months, with interest over time, interest by state and related queries.
  • Job 2: 10 such keywords, in as few runs as each actor allows.
ScraperJob 1Job 2Start feePlatform usageCompareRegionsRelated queriesTrending NowFailed or timed out, 30 days
This actor$0.10$1.00NoneIncludedYes, 2 to 5YesYesYes, every trendNew
Google Trends Scraper by apify$0.111 measured (1)$0.72 for 3 of the 10, then stopped at 900 s (1)NoneBilled to you (default 4 GB)Yes, commas inside one search termYesYesNo25.9%
Google Trends Scraper by data_xplorer$0.022, without related queries$0.22, 10 runs, without related queries$0.02IncludedNoYes, inside one countryNoYes, up to 1,0000.2%
Google Trends Scraper by agenscrape$0.125$0.35$0.10 (4 GB)IncludedNo (2)YesYesNo0.1%
Google Trends Scraper - Interest, Regions & Queries by khadinakbarabout $0.77 + platform usage (3)about $7.70 + platform usage, 2 runs$0.00005Billed to youYes, 1 to 5YesYesYes10.1%
Google Trends Daily Scraper - Real-Time Trending Keywords API by vnx0--NoneIncluded---Yes, RSS list0.1%
Google Trends Scraper - Interest, Regions & Trends by scrapesage$0.004$0.04NoneIncludedYes, 2 to 5YesYesYes, every trend0.0%
Google Trends Scraper by automation-lab$0.143$1.39, 2 runs$0.005IncludedYes, 2 to 5YesYesYes, RSS list0.8%
Google Trends Trending Now by data_xplorer--$0.02Included---Yes, every trend0.0%

(1) Measured on our Apify account on 2026-09-24 with apify's default input and its default 4 GB of memory. One keyword (bitcoin, US) ran 300.7 seconds and billed $0.1077 of platform usage plus $0.003 for the result (run Wsjyg51mE7OXfXwOR). Ten keywords in one run hit the 900-second limit our test set, after saving 3 of them, and billed $0.709 of platform usage plus $0.009, or $0.24 per saved keyword (run abuI6GZ4QJjbmQ8qb; apify's own default time limit is 7 days). Its rows also carry related topics and city-level interest, which this actor does not return. Platform usage depends on your plan. (2) Its README suggests comparing up to 5 terms in one run. An open issue on its Issues tab reports that each keyword is fetched on its own scale. (3) It charges $0.005 per data point: 53 weekly values, 51 US regions and up to 50 related queries make about 154 points, counted from Google's own answers on 2026-09-24. It takes 1 to 5 keywords per run, and its default cap of 500 records per run has to be raised for job 2.

For one keyword with related queries, this actor costs less than apify, agenscrape, automation-lab and khadinakbar. For 10 keywords in one go, scrapesage ($0.04), data_xplorer without related queries ($0.22) and agenscrape ($0.35) cost less than this actor.

"Failed or timed out" is the share of each actor's runs in the last 30 days that ended FAILED or TIMED-OUT, from Apify's public run statistics. Timed-out runs include runs stopped by a time limit their caller set.

Trending Now on its own, every US trend of the past 24 hours (220 on 2026-09-24):

ScraperPer trendStart fee220 US trendsNews articles
This actor$0.0009None$0.198Yes, 0 to 10 per trend
data_xplorer's Google Trends Scraper$0.002 per row, and the whole list is one row (per its README example)$0.02$0.022No
scrapesage$0.0015None$0.33Yes
data_xplorer's Google Trends Trending Now$0.001$0.02$0.24No
automation-lab$0.00115$0.005RSS list only: 10 to 20 trends for $0.017 to $0.028 (its README says about 20; Google's US feed had 10 on 2026-09-24)Yes

| vnx0 | $0.00

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