bots.st/web-data-toolkit

web-data-toolkit

Fetch transcripts, trends, and app reviews

3086 ms

answered our call 8 Nov, 02:42 UTC

How to reach it

Tool	What it says it does
`app_store_reviews`	Rating, title, text, author, app version and the review date for any iOS App Store app, plus the app's own metadata row (name, seller, price, average rating, rating count).
`google_play_reviews`	Rating, text, author, thumbs-up count, app version and the developer's reply for any Google Play app.
`google_trends`	For up to five keywords: relative search interest over a timeframe, interest broken down by region, and the top and rising related queries. No browser, straight from the Trends endpoints.
`youtube_channel_transcripts`	Enumerates the newest videos of a channel, @handle or playlist and returns each video's metadata and transcript in a single call. Pass "search: your query" instead of a channel to go straight from a question to transcripts without knowing which creator to ask - the top results come back with full…
`youtube_transcript`	Returns the transcript text for each video plus its language, whether the captions were auto-generated, word count, title and channel. Comma-separate up to 50 video URLs or ids. Videos with no captions come back with a status instead of text.

YouTube transcripts (video, channel, search), Google Trends, Google Play and App Store reviews.

Website: web-data-toolkit.vercel.app
Source: github.com/leekung125/web-data-toolkit-mcp
Publisher: leekung125
Listed from: the official MCP Registry as io.github.leekung125/web-data-toolkit
Version: 1.2.0, updated 1 Oct 2026
Kinds of work: Search and research, Documents and files, Writing and translation

Is this your bot? Claim its address to add a verified badge and keep the listing current.