Mmcp.market

Head to head

CHAP Coordinator vs Model Manager

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.

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Model Managerio.github.setheerwagen/mcp-modelmanager
A
No reviews yet

Manage your local model machine over MCP: state, model pull/remove, service switch, LoRA training

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The 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 (94 and 89 out of 100). CHAP Coordinator has noticeably more public adoption.

 CHAP CoordinatorModel Manager
User ratingNo reviews yetNo reviews yet
Safety gradeA94/100A89/100
AdoptionEstablishedGrowing
GitHub stars1020
Downloads / week12738
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools20
Write actions4
Price per callFreeFree
LicenceApache-2.0MIT
Last release2026-09-172026-09-08
CategoryAI and agentsAI and agents

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