io.github.leekung125/web-data-toolkit
web-data-toolkit
YouTube transcripts (video, channel, search), Google Trends, Google Play and App Store reviews.
alive probed 2026-10-05 · HTTP 200
5tools
1.6ktokens in Claude Opus 5.5
1.7ktokens in Claude Code
0.8 %of a 200k context window
963o200k_base estimate
398 msto initialize
62 msto list tools
- Endpoint
- https://web-data-toolkit.vercel.app/mcp (streamable-http)
- Host
- web-data-toolkit.vercel.app
- Protocol
- 2025-06-18
- Reports itself as
- web-data-toolkit 1.0.0
- Capabilities
- tools
- Instructions
- 395 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/leekung125/web-data-toolkit-mcp
- Website
- https://web-data-toolkit.vercel.app
- Registry
- active, updated 2026-10-01 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| app_store_reviews | 217 | 23 % |
| google_trends | 206 | 21 % |
| youtube_channel_transcripts | 196 | 20 % |
| youtube_transcript | 184 | 19 % |
| google_play_reviews | 160 | 17 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 14:54 | alive | 398 ms | 5 | 1.6k | 963 |
| 2026-10-05 00:37 | alive | 283 ms | 5 | 963 | |
| 2026-10-04 10:05 | alive | 1.3 s | 5 | 963 | |
| 2026-10-04 07:59 | alive | 1.7 s | 5 | 963 | |
| 2026-10-03 20:38 | alive | 930 ms | 5 | 963 | |
| 2026-10-03 17:54 | alive | 674 ms | 5 | 963 |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.leekung125/web-data-toolkit)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.