Head to head
Thumbtack vs Web Data Toolkit
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Thumbtack
Aio.github.chrischall/thumbtack-mcpNo reviews yet
Unofficial Thumbtack MCP — search local service pros, read profiles, ratings and reviews
Full listingWeb Data Toolkit
Aio.github.leekung125/web-data-toolkitNo reviews yet
Search YouTube or a channel for transcripts, Google Trends, and Google Play reviews.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (92 and 85 out of 100). Web Data Toolkit is hosted and callable through the gateway; Thumbtack runs on your own machine.
| Thumbtack | Web Data Toolkit | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A92/100 | A85/100 |
| Adoption | New | Growing |
| GitHub stars | 0 | 1 |
| Downloads / week | – | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 6 | 4 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-19 | 2026-09-17 |
| Category | Web search | Web search |