Head to head
Doc Bridge vs CrowdGap AI Probability Research
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
Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.
Full listing
No reviews yet
AI-agent probability research with one-call preflight and human-gated XRP activation.
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 Doc Bridge (91/100 against 58). CrowdGap AI Probability Research is hosted and callable through the gateway; Doc Bridge runs on your own machine. Doc Bridge has noticeably more public adoption.
| Doc Bridge | CrowdGap AI Probability Research | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A91/100 | C58/100 |
| Adoption | Growing | New |
| GitHub stars | 8 | – |
| Downloads / week | 2.1k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 8 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-23 | — |
| Category | AI and agents | AI and agents |