Mmcp.market

Head to head

CHAP Coordinator vs Handoff — shareable agent result pages + human-in-the-loop approval gates

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

CHAP Coordinatorio.github.BrightbeamAI/chap
A
No reviews yet

Auditable records of human decisions over AI agent work. Approvals, edits, overrides, escalations.

Full listing
Handoff — shareable agent result pages + human-in-the-loop approval gatesdev.workers.notdown-app.handoff/human-approval-decision-gate-and-shareable-result-page-publisher
C
No reviews yet

Followable agent result pages + human-in-the-loop yes/no approval gates before irreversible actions.

Full listing

The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours CHAP Coordinator (94/100 against 60). Handoff — shareable agent result pages + human-in-the-loop approval gates is hosted and callable through the gateway; CHAP Coordinator runs on your own machine. CHAP Coordinator has noticeably more public adoption.

 CHAP CoordinatorHandoff — shareable agent result pages + human-in-the-loop approval gates
User ratingNo reviews yetNo reviews yet
Safety gradeA94/100C60/100
AdoptionEstablishedNew
GitHub stars102
Downloads / week127
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools7
Write actions3
Price per callFreeFree
LicenceApache-2.0
Last release2026-09-17
CategoryAI and agentsAI and agents

Other comparisons