Mmcp.market

Head to head

CHAP Coordinator vs Firmware Test Farm

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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Firmware Test Farmio.github.oxyvore-cyber/firmware-test-farm-mcp
B
No reviews yet

Flash and run real firmware on physical embedded dev boards from an AI agent, over MCP.

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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 83). Firmware Test Farm is hosted and callable through the gateway; CHAP Coordinator runs on your own machine. CHAP Coordinator has noticeably more public adoption.

 CHAP CoordinatorFirmware Test Farm
User ratingNo reviews yetNo reviews yet
Safety gradeA94/100B83/100
AdoptionEstablishedNew
GitHub stars1020
Downloads / week127
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools
Write actions
Price per callFreeFree
LicenceApache-2.0
Last release2026-09-172026-09-17
CategoryAI and agentsAI and agents

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