web-data-toolkit
Search YouTube or a channel for transcripts, Google Trends, and Google Play reviews.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"web-data-toolkit": {
"url": "https://web-data-toolkit.vercel.app/mcp"
}
}
}Remote endpoints
https://web-data-toolkit.vercel.app/mcpstreamable-httpWhat it can do
Tool inventory
Tools (5)
⚪youtube_transcript(url, lang, translateTo, segments, raw)
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.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "YouTube URL or 11-character video id. Comma-separate up to 50."
},
"lang": {
"type": "string",
"description": "Preferred language codes in order, comma separated. Default en."
},
"translateTo": {
"type": "string",
"description": "Translate the transcript into this language code."
},
"segments": {
"type": "boolean",
"description": "Include timestamped segments as well as full text."
},
"raw": {
"type": "boolean",
"description": "Return every field as JSON instead of a compact summary. Default false."
}
},
"required": [
"url"
]
}⚪youtube_channel_transcripts(source, max, lang, raw)
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 transcripts. Useful for building a corpus on a topic or from one creator.
Input Schema
{
"type": "object",
"properties": {
"source": {
"type": "string",
"description": "@handle, channel URL or id, a playlist URL, or \"search: your query\" to search YouTube."
},
"max": {
"type": "integer",
"description": "How many of the newest videos to fetch. Default 25, max 500."
},
"lang": {
"type": "string",
"description": "Preferred caption language. Default en."
},
"raw": {
"type": "boolean",
"description": "Return every field as JSON instead of a compact summary. Default false."
}
},
"required": [
"source"
]
}🟢google_trends(keyword, geo, timeframe, byRegion, related, ...)
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.
Input Schema
{
"type": "object",
"properties": {
"keyword": {
"type": "string",
"description": "Search term. Comma-separate up to 5 to compare."
},
"geo": {
"type": "string",
"description": "Country or region code such as US or GB. Empty means worldwide."
},
"timeframe": {
"type": "string",
"description": "Any Trends range, e.g. now 7-d, today 3-m, today 5-y. Default today 12-m."
},
"byRegion": {
"type": "boolean",
"description": "Include the interest-by-region breakdown. Default true."
},
"related": {
"type": "boolean",
"description": "Include top and rising related queries. Default true."
},
"raw": {
"type": "boolean",
"description": "Return every field as JSON instead of a compact summary. Default false."
}
},
"required": [
"keyword"
]
}⚪app_store_reviews(app, country, sort, max, minRating, ...)
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).
Input Schema
{
"type": "object",
"properties": {
"app": {
"type": "string",
"description": "App Store URL or numeric app id such as 389801252."
},
"country": {
"type": "string",
"description": "Two-letter country code. Default us."
},
"sort": {
"type": "string",
"description": "mostRecent (default) or mostHelpful."
},
"max": {
"type": "integer",
"description": "Maximum reviews per app, 1-500. Default 100."
},
"minRating": {
"type": "integer",
"description": "1-5. Keep only reviews at or above this rating."
},
"maxRating": {
"type": "integer",
"description": "1-5. Keep only reviews at or below this rating."
},
"raw": {
"type": "boolean",
"description": "Return every field as JSON instead of a compact summary. Default false."
}
},
"required": [
"app"
]
}⚪google_play_reviews(app, country, lang, max, rating, ...)
Rating, text, author, thumbs-up count, app version and the developer's reply for any Google Play app.
Input Schema
{
"type": "object",
"properties": {
"app": {
"type": "string",
"description": "Google Play URL or package name such as com.whatsapp."
},
"country": {
"type": "string",
"description": "Two-letter country code. Default us."
},
"lang": {
"type": "string",
"description": "Language code. Default en."
},
"max": {
"type": "integer",
"description": "Maximum reviews per app. Default 100."
},
"rating": {
"type": "integer",
"description": "1-5 to keep only that star rating."
},
"raw": {
"type": "boolean",
"description": "Return every field as JSON instead of a compact summary. Default false."
}
},
"required": [
"app"
]
}Community
Evidence