Web Data Toolkit

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

Connector by leekung125 · GitHub account verified by the MCP Registry

IndexedMITRemote (HTTP)★ 1

Chalk Labs

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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/leekung125-web-data-toolkit

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

https://web-data-toolkit.vercel.app/mcp Remote (HTTP)

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About

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

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 26, 2026.

Tools: 2 read · 1 write · 0 delete · 2 not yet classified
Secrets: 1 (API keys, tokens or passwords)
Install scripts: Nothing to install (hosted)
Runs as: Hosted (remote endpoint)

Tools by what they do 5

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 2 · Look things up without changing anything.

google_play_reviews
youtube_transcript

Write 1 · Create, change, send or run things.

app_store_reviews

Not yet classified 2 · We could not tell from the name and description.

google_trends
youtube_channel_transcripts

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

x-api-key

Network hosts it talks to 5

github.com · found in code
leekung125--data-api.apify.actor · found in code
openapi.vercel.sh · found in code
rapidapi.com · found in code
web-data-toolkit.vercel.app · found in remote endpoint, install command, code

Files it touches

Any path the agent passes to its tools

Tools (5)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

app_store_reviewsApp Store customer reviews for an iOS app, by country and sort order.
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_reviewsGoogle Play reviews for an Android app, by country and language.
Rating, text, author, thumbs-up count, app version and the developer's reply for any Google Play app.
google_trendsGoogle Trends interest over time, interest by region and related queries.
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_transcriptsSearch YouTube, or list a channel or playlist, and return every video with its transcript.
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_transcriptGet the full transcript of one or more YouTube videos as clean text.
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.

Signals

Stars: 1
Forks: 0
Open issues: 0
Last commit: Sep 30, 2026 (1 month ago)
Last release: Oct 1, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name: io.github.leekung125/web-data-toolkit
Version: 1.2.0
Auth: API key
License: MIT
Repository: github.com/leekung125/web-data-toolkit-mcp
Website: web-data-toolkit.vercel.app
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

Rank

of 44,833 in Connectors

Score

0.600

Security 30%not yet
Popularity 25%0.39
Freshness 20%1.00
Rating 15%not yet
Docs 10%0.78

How ranking works →

Grades

Freshness

Active in the last 30 days. Last activity 1 month ago.

–

Security

Security scan: in progress. Grades from our dependency, secret, code and prompt-injection checks appear here once they launch. Until then, check the code before you install.

Indexed

Found automatically from a public source. Not yet claimed by its publisher.

How grades work →

Availability

100% uptime, last 30 days (1 check)

Last check: 6 days ago
Status: Up
Median response: 333 ms

Up
Up, auth required
Down
Not checked
No data

A daily MCP handshake with the remote endpoint. “Auth required” means it answered and wants a login or key. “Not checked” means the URL needs your own account or blocks automated checks.

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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

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Cite this page

Web Data Toolkit MCP server. Agent Mart. https://agentmart.dev/connectors/leekung125-web-data-toolkit (last updated 2026-10-24)