Google Trends Scraper

io.github.fernandoguiraud16-coderv1.0.0更新於 Oct 6, 2026

Google Trends interest over time and by region, rising queries and trending searches.

已驗證Streamable HTTP可網頁執行Web Search & ScrapingData & Analytics

概覽

AI 產生的概覽

讓助理取得 Google Trends 資料，包括隨時間變化的搜尋熱度、依地區的熱度、上升查詢與目前熱門搜尋。

功能
這是一個遠端 MCP 伺服器，把 Google Trends 擷取工具提供給 AI 助理使用。它會回傳隨時間變化的搜尋熱度、依地區劃分的熱度、上升查詢，以及目前熱門的搜尋，方便助理比較關鍵字或找出正在升溫的主題。它屬於一系列 Apify 資料工具，輸出乾淨的 JSON、Markdown、CSV 或 Excel。
適用情境
當你希望助理查看某些關鍵字的搜尋需求、依時間或地區比較主題，或為研究、內容規劃與市場判斷尋找上升與熱門搜尋時，可以使用它。
執行需求
以遠端端點形式在 mcp.apify.com 執行，不需在本機安裝。背後是 Apify Actors，採按結果計費，因此執行需要 Apify 帳號與 API 權杖。需要網路連線。
安裝前請注意
底層 Actors 按結果計費，使用會消耗與權杖綁定的 Apify 帳號費用；失敗或空結果不計費。API 權杖屬於機密，不要寫進共享日誌或提示詞。資料來自對 Google Trends 的擷取，數值為近似值，不同次執行之間可能變動。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Google Trends Scraper，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "google-trends-scraper": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=fguiraud/google-trends-scraper"
    }
  }
}

README

Data Tools: clean web data for developers and AI agents

Ready-to-run Python examples for pay-per-use Apify Actors that turn search trends, news, competitor ads, documents, websites, YouTube, TikTok and Instagram videos and audio into clean JSON, Markdown, CSV and Excel.

🌐 Website: https://fernandoguiraud16-coder.github.io/data-tools/

Each example is a single short script plus a sample-output.json from a real cloud run, so you can see exactly what you get before running anything.

[Sample output of the TikTok Transcript Scraper: real results from a cloud run]

Examples

ExampleWhat it doesActor
google-trendsCompare terms over time, export to CSV, see rising searches and what's trending nowGoogle Trends Scraper
google-newsSave news articles as Markdown files, or get alerts for new stories onlyGoogle News Scraper
google-ads-transparencyEvery Google Search, Display and YouTube ad of a competitor, longest-running first, and alerts for new adsGoogle Ads Transparency Scraper
trends-to-newsFind the fastest rising searches on a topic and the news that explains themTrends + News
pdf-to-markdownPDF, Word, Excel, PowerPoint and scans to Markdown, or to RAG chunks in JSONLPDF to Markdown Extractor
pdf-table-extractorEvery table in a PDF to an Excel workbook, one sheet per tablePDF Table Extractor
tech-stack-whoisEnrich a list of company domains: CMS, email provider, hosting, age, security gradeTech Stack Detector & WHOIS
bulk-whoisFind available and soon-to-expire domains in a listBulk WHOIS Lookup
audio-transcriptionAudio or video to text and SRT subtitles, 99 languagesAudio & Video Transcription
podcast-transcriptsTranscribe only the new episodes of your favourite podcastsPodcast Transcript Scraper
youtube-transcriptsYouTube videos, Shorts, whole channels and playlists to Markdown with timestamps, SRT or textYouTube Transcript Scraper
mcp-agentsUse all of these as tools in Claude, Cursor or any MCP clientApify MCP server

Also in the family (same engine as Audio & Video Transcription, so the audio-transcription example works with them too):

ActorWhat it does
Instagram Reels Transcript ScraperInstagram Reels to text with author, date, likes and comments ($0.009 per Reel)
TikTok Transcript ScraperTikTok videos or whole accounts to text with views and likes ($0.009 per video)
Video to Text TranscriberTikTok, Instagram, X, Facebook and MP4 links to transcripts and readable subtitles, per minute
SRT Subtitle GeneratorBroadcast-formatted SRT/VTT subtitles (42 characters, 2 lines)

For AI agents

  • MCP: every tool is listed in the official MCP registry as io.github.fernandoguiraud16-coder/<tool> and served at https://mcp.apify.com/?tools=fguiraud/<tool>. See examples/mcp-agents.
  • Agent skills: npx skills add fernandoguiraud16-coder/data-tools installs 4 skills for Claude Code, Codex, Cursor and other coding agents.
  • llms.txt: a short index of all tools for LLMs.

Quick start

  1. Create a free Apify account and copy your API token from Console → Settings → API & Integrations.

  2. Install the client and set the token:

    bash
    pip install -r requirements.txtexport APIFY_TOKEN=your_token          # Windows PowerShell: $env:APIFY_TOKEN="your_token"

  3. Run any example:

    bash
    python examples/google-trends/compare_terms.py "chatgpt, gemini, claude" --geo US

Pricing

All Actors are pay per result: you pay a fraction of a cent per item (term, article, ad, document, domain, video or audio minute), and failed or empty items are not charged. Apify's free plan includes monthly credits, enough to try every example. Exact prices are on each Actor's page.

Support

Found a bug or need a feature? Open an issue on the Actor's page in the Apify Store (replies within 48 hours), or an issue in this repository for problems with the examples.

License

The example code is MIT licensed: copy it into your own projects.

來源：README.md，提交 2c4f1e0

工具

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工具後設資料尚未被收錄。

版本歷史

1
  1. v1.0.0最新Oct 6, 2026