Web Data Toolkit
YouTube transcripts (video, channel, search), Google Trends, Google Play and App Store reviews.
Connect it
Settings → Connectors → Add custom connector
URL: https://web-data-toolkit.vercel.app/mcpSettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://web-data-toolkit.vercel.app/mcp{
"mcpServers": {
"web-data-toolkit": {
"url": "https://web-data-toolkit.vercel.app/mcp",
"headers": {
"x-api-key": "<YOUR_X_API_KEY>"
}
}
}
}claude mcp add --transport http web-data-toolkit https://web-data-toolkit.vercel.app/mcp --header "x-api-key: <value>"{
"servers": {
"web-data-toolkit": {
"type": "http",
"url": "https://web-data-toolkit.vercel.app/mcp",
"headers": {
"x-api-key": "<YOUR_X_API_KEY>"
}
}
}
}5 tools, verified live
youtube_transcriptReturns 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_channel_transcriptsEnumerates 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 transcripts. Useful for building a corpus on a topic or from one creator.
google_trendsFor 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.
app_store_reviewsRating, 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_reviewsRating, text, author, thumbs-up count, app version and the developer's reply for any Google Play app.
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