MCP.Market

Web Data Toolkit MCP server

online · 100% uptime
by leekung125·io.github.leekung125/web-data-toolkit·v1.2.0·1 stars
No reviews yet

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

A85/100grade A
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Safety scan
A85/100

full report

Adoption
Growing

1 stars

Reviews

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If you have run it, two minutes of your experience saves the next person an afternoon.

Web Data Toolkit tools (5)

write = sends, deletes, buys or posts
  • app_store_reviewsFree

    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_reviewsFree

    Rating, text, author, thumbs-up count, app version and the developer's reply for any Google Play app.

  • google_trendsFree

    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_transcriptsFree

    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.

  • youtube_transcriptFree

    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.

Public scan report

scanner v0.1.10 · 2026-10-03 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 546ms20/20
  • Tool poisoning5 tool descriptions checked15/15
  • Auth qualityAPI key sent as a header8/15
  • Maintenancelast push 3 days ago15/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Web Data Toolkit compares

Against every graded E-commerce MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
85/100
higher than 80% of 2,174 E-commerce servers
Tools
5
the typical E-commerce server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote E-commerce server answers 100%
Response time
295 ms
faster than 52% of 1,527 E-commerce servers
GitHub stars
1
more than 65% of 1,047 E-commerce servers

What its tools let an agent do: 5 read

Release history: 2 versions in the registry since 2026-09-14, latest 2026-10-01, typically one every 17 days.

Install Web Data Toolkit in Claude Code, Cursor or VS Code

claude mcp add --transport http web-data-toolkit https://web-data-toolkit.vercel.app/mcp
Add to Cursor

What the publisher says

From the Web Data Toolkit repository's README, as published. We do not edit it. Read it on GitHub

Web Data Toolkit — MCP server

Four public-data tools for any MCP client: YouTube transcripts (one video or a whole channel), Google Trends (interest over time, by region, related queries), and Google Play reviews.

Hosted and remote — there is nothing to install, build, or keep running. Point your client at one URL.

{
  "mcpServers": {
    "web-data-toolkit": {
      "type": "http",
      "url": "https://web-data-toolkit.vercel.app/mcp",
      "headers": { "x-api-key": "YOUR_KEY" }
    }
  }
}

Clients that accept only a URL can carry the key in the query string instead: https://web-data-toolkit.vercel.app/mcp?key=YOUR_KEY

Try it before signing up. Put wdtdemopublic in as the key. It is a shared demo key: rate limited, and capped at 10 rows per call, but every tool answers and you can see the exact shape of the data before you decide anything.

Tools

Question to transcripts in one call. {"source": "search: cold plunge recovery", "max": 3} searches YouTube and returns the top results with full transcripts, so an agent does not have to know which creator to ask first.

Optional arguments are described in each tool's input schema, so your client will show them. Full REST documentation, an OpenAPI specification and an llms.txt live at ****.

Getting a key

Start with wdtdemopublic. It is shared, rate limited and capped at 10 rows per call, and every tool answers on it — enough to see the exact shape of the data.

For a personal key with higher limits, open an issue and say roughly what volume you need.

⛔ A RapidAPI subscription () issues a key for RapidAPI's own gateway. That key authenticates against their endpoint, not this one, so it will not work for MCP. Subscribe there if you want the REST API billed through RapidAPI; come here for MCP.

How it behaves

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Web Data Toolkit: common questions

Is Web Data Toolkit MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the Web Data Toolkit safety report
How do I install Web Data Toolkit?
It runs remotely at web-data-toolkit.vercel.app. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Web Data Toolkit need an API key?
Yes. The registry entry asks for x-api-key.
Is Web Data Toolkit maintained?
The last commit was 35 days ago (2026-09-30). The latest release is v1.2.0.
Is Web Data Toolkit up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Web Data Toolkit?
Servers from other publishers that do the same job: AsoBeast MCP server, Trends MCP server and Scavio MCP server. Compare all Web Data Toolkit alternatives.
How does Web Data Toolkit compare with other E-commerce MCP servers?
safety score 85/100 (higher than 80% of 2,174 E-commerce servers); tools 5 (the typical E-commerce server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Web Data Toolkit

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