mcp-registry/io.github.leekung125/web-data-toolkit · v1.0.0
As of 2026-10-26 17:13 UTC, the Leekung125 Web Data Toolkit MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Search YouTube or a channel for transcripts, Google Trends, and Google Play reviews.
Point your MCP client at this streamable-http endpoint: https://web-data-toolkit.vercel.app/mcp
5 of 5 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.leekung125%2Fweb-data-toolkit/fixes
{
"name": "app_store_reviews",
"description": "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).",
"inputSchema": {
"type": "object",
"required": [
"app"
],
"properties": {
"app": {
"type": "string",
"description": "App Store URL or numeric app id such as 389801252."
},
"max": {
"type": "integer",
"description": "Maximum reviews per app, 1-500. Default 100."
},
"raw": {
"type": "boolean",
"description": "Return every field as JSON instead of a compact summary. Default false."
},
"sort": {
"type": "string",
"description": "mostRecent (default) or mostHelpful."
},
"country": {
"type": "string",
"description": "Two-letter country code. Default us."
},
"maxRating": {
"type": "integer",
"description": "1-5. Keep only reviews at or below this rating."
},
"minRating": {
"type": "integer",
"description": "1-5. Keep only reviews at or above this rating."
}
}
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
},
"title": "App Store customer reviews for an iOS app, by country and sort order."
}{
"name": "google_play_reviews",
"description": "Rating, text, author, thumbs-up count, app version and the developer's reply for any Google Play app.",
"inputSchema": {
"type": "object",
"required": [
"app"
],
"properties": {
"app": {
"type": "string",
"description": "Google Play URL or package name such as com.whatsapp."
},
"max": {
"type": "integer",
"description": "Maximum reviews per app. Default 100."
},
"raw": {
"type": "boolean",
"description": "Return every field as JSON instead of a compact summary. Default false."
},
"lang": {
"type": "string",
"description": "Language code. Default en."
},
"rating": {
"type": "integer",
"description": "1-5 to keep only that star rating."
},
"country": {
"type": "string",
"description": "Two-letter country code. Default us."
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Google Play reviews for an Android app, by country and language."
}{
"name": "youtube_channel_transcripts",
"description": "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.",
"inputSchema": {
"type": "object",
"required": [
"source"
],
"properties": {
"max": {
"type": "integer",
"description": "How many of the newest videos to fetch. Default 25, max 500."
},
"raw": {
"type": "boolean",
"description": "Return every field as JSON instead of a compact summary. Default false."
},
"lang": {
"type": "string",
"description": "Preferred caption language. Default en."
},
"source": {
"type": "string",
"description": "@handle, channel URL or id, a playlist URL, or \"search: your query\" to search YouTube."
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Search YouTube, or list a channel or playlist, and return every video with its transcript."
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.leekung125/web-data-toolkit"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.leekung125/web-data-toolkit"}) over MCP.
google_trends ~258 tokensapp_store_reviews ~257 tokensyoutube_channel_transcripts ~257 tokensyoutube_transcript ~242 tokensgoogle_play_reviews ~203 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.leekung125%2Fweb-data-toolkit?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.leekung125%2Fweb-data-toolkit?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.leekung125%2Fweb-data-toolkit.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.leekung125%2Fweb-data-toolkit.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.leekung125%2Fweb-data-toolkit?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:cdb9b299ad6d8f16…, first seen 2026-10-17, included at leaf 5276 of 74,343. Version history · verify what your client received.
Compare: most reliable search servers · most reliable data servers · most reliable media servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-26 17:13 UTC, the Leekung125 Web Data Toolkit MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Leekung125 Web Data Toolkit MCP server advertises 5 tools, including app_store_reviews, google_play_reviews, google_trends, youtube_channel_transcripts, youtube_transcript.
Point your MCP client at this streamable-http endpoint: https://web-data-toolkit.vercel.app/mcp
Glimind scanned all 5 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.