YouTube transcripts (video, channel, search), Google Trends, Google Play and App Store reviews.
Connect Remote server
claude mcp add --transport http web-data-toolkit https://web-data-toolkit.vercel.app/mcp --header "x-api-key: <X_API_KEY>"
{
"mcpServers": {
"web-data-toolkit": {
"url": "https://web-data-toolkit.vercel.app/mcp",
"headers": {
"x-api-key": "<X_API_KEY>"
}
}
}
}
{
"servers": {
"web-data-toolkit": {
"type": "http",
"url": "https://web-data-toolkit.vercel.app/mcp",
"headers": {
"x-api-key": "<X_API_KEY>"
}
}
}
}
Settings > Connectors > Add custom connector
URL: https://web-data-toolkit.vercel.app/mcp
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools 5 found in our last check
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 c…
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.
Headers
| Name | Description |
|---|---|
x-api-keyRequired, secret | Start with the shared demo key wdt_demo_public; for a personal key open a GitHub issue. A RapidAPI key does not work here. |
Details
| Endpoint | https://web-data-toolkit.vercel.app/mcp (Streamable HTTP) |
| First published | 1 Oct 2026 |
| Last updated | 1 Oct 2026 |
| Registry name | io.github.leekung125/web-data-toolkit |
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