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Google Trends Scraper API - Interest Over Time, Related Queries

제작자: AnshumanAtrey버전 1.0.9i★ –i클라우드에서 실행
레지스트리 이름io.github.AnshumanAtrey/google-trends-api-scraper

설치

개요

제작자가 쓴 설명(영어 원문)

Google Trends Scraper API: Interest and Trending Now

PopNx MCP의 세 기둥

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할 수 있는 일

이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.

  • 연결 방식: 클라우드에서 실행
  • 전송 방식: Streamable HTTP
  • 카테고리: 기타
  • 입력해야 할 값: Authorization

설치

쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.

설치하기 전에

비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.

필요한 것

어떤 앱을 쓰세요?

위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.

이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.

터미널에서 이 명령어를 실행하세요

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

실행하기 전에 빈 값을 채워 주세요.

Cursor에서 열기

또는 설정을 직접 복사하기

프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요

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

브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.

VS Code에서 열기

또는 설정을 직접 복사하기

프로젝트의 .vscode/mcp.json에 붙여 넣으세요

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

브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.

이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.

선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.

직접 입력할 값

  • Authorization 비밀 필수 HTTP header
    Apify API token, as 'Bearer '. Runs bill to this account.

이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.

할 수 있는 일

아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.

기본 점검i

누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검

  • ✓ 통과

    제작자와 저장소 일치

    레지스트리 이름이 GitHub 계정 AnshumanAtrey 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요

  • … 아직 점검 안 함

    계속 관리되고 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • … 아직 점검 안 함

    라이선스 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • … 아직 점검 안 함

    엔드포인트 응답

    아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요

  • … 아직 점검 안 함

    OAuth로 로그인

    아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요

  • … 아직 점검 안 함

    도구 설명에 숨겨진 지시 없음

    아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요

기타 카테고리의 다른 서버와 비교i

  • 이 카테고리의 다른 서버 32545개 중 0%보다 스타가 많아요
  • 이 카테고리의 다른 서버 32545개 중 80%보다 최근에 레지스트리에 공개됐어요
  • 기본 점검 결과가 이 카테고리의 다른 서버 32545개 중 100%와 같거나 더 좋아요

레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.

자주 묻는 질문

Google Trends Scraper API - Interest Over Time, Related Queries, 안전한가요?

해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.

어떤 키나 코드가 필요한가요?

입력해야 할 값: Authorization

내 컴퓨터에서 실행되나요, 클라우드에서 실행되나요?

제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.

아직 관리되고 있나요?

GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.9)은 8일 전 레지스트리에 올라왔어요.

어떤 앱에서 쓸 수 있나요?

Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.

대신 쓸 수 있는 건 뭐가 있나요?

같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Python MCP

대안

같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.

카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i

Spec Driven Development

제작자: formulahendry

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

내 컴퓨터에서 실행★ 440MIT14개월 전 업데이트
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Remote Desktop Commander

제작자: desktop-commander

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

클라우드에서 실행★ 211어제 업데이트
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Python MCP

제작자: Files-com

Local-only Python MCP server for the Files.com API.

내 컴퓨터에서 실행오늘 업데이트
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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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