Head to head
webclaw vs Zotero MCP
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
Web scraping, search, crawling, structured extraction and research for AI agents.
Full listing
No reviews yet
Search, read, annotate, and add to your Zotero research library, local or web.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours webclaw (92/100 against 83). webclaw is hosted and callable through the gateway; Zotero MCP runs on your own machine. Zotero MCP has noticeably more public adoption.
| webclaw | Zotero MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A92/100 | B83/100 |
| Adoption | Established | Widely used |
| GitHub stars | 2.4k | 5.4k |
| Downloads / week | 137 | 6.5k |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | AGPL-3.0 | MIT |
| Last release | 2026-09-23 | 2026-10-08 |
| Category | Web search | Web search |