Five small, reliable data extractors that run on Apify. None of them launch a browser, so runs are fast (usually 5 to 20 seconds) and cheap. Every tool returns clean JSON you can drop into a spreadsheet, a database, or an LLM prompt.
| Tool | What you get | Price |
|---|---|---|
| YouTube Transcript Scraper | Transcripts as text, timestamped segments, SRT or VTT, plus video metadata. No YouTube API key | $2 / 1,000 videos |
| Google Hotels Scraper | Hotel name, nightly price, star class, rating, reviews, coordinates, photos | $2 / 1,000 hotels |
| Google Ads Transparency Scraper | Every ad a domain or advertiser runs, with format, first/last shown dates and regions | $1.50 / 1,000 ads |
| Google Trends Scraper | Interest over time, related and rising queries, related topics, interest by region | $2 / 1,000 results |
| Threads Scraper | Profile posts, single posts with replies, and keyword search, with engagement counts | $3 / 1,000 posts |
New Apify accounts get free monthly credit, which is enough to try every tool here.
export APIFY_TOKEN=your_token # https://console.apify.com/settings/integrations
cd python
python youtube_transcript.py "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
python google_hotels.py "hotels in tokyo"
python google_ads_transparency.py nike.com
python google_trends.py chatgpt gemini claude
python threads_profile.py zuckAPIFY_TOKEN=your_token node node/run.mjs steadyapi~google-hotels-scraper '{"queries":["hotels in paris"],"maxHotelsPerQuery":10}'Each tool also has one-click example tasks on Apify, for example:
- Compare hotel prices in Paris
- See every Google ad a competitor runs
- Compare search interest for AI chatbots
- Download YouTube subtitles as SRT
- Search Threads posts by keyword
You pay per result row returned. Rows that describe an error (for example a private video) are also returned and billed, so you always see what happened to every input. Paid Apify plans get an extra 10 to 30 percent off automatically.
All five tools are available through the Apify MCP server, so Claude, Cursor and other MCP clients can call them directly.
Remote MCP endpoint with all five tools (send your Apify token as Authorization: Bearer <token>):
https://mcp.apify.com/?tools=steadyapi/youtube-transcript-scraper,steadyapi/google-hotels-scraper,steadyapi/google-ads-transparency-scraper,steadyapi/google-trends-scraper,steadyapi/threads-scraper
This server is also listed in the official MCP Registry as io.github.steadyapi/scrapers (see server.json).
Open an issue in this repository or on the tool's Apify page. Breakages caused by site changes are usually fixed the same day.
The example code in this repository is MIT licensed.