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Head to head

agent-device vs HumanMirror One

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

agent-deviceio.github.callstack/agent-device
A
No reviews yet

MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps

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HumanMirror Onefr.humanmirror/one
?
No reviews yet

One MCP tool for verified AI-agent outcomes with success-only charging.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. HumanMirror One is hosted and callable through the gateway; agent-device runs on your own machine. agent-device has noticeably more public adoption.

 agent-deviceHumanMirror One
User ratingNo reviews yetNo reviews yet
Safety gradeA94/100?
AdoptionWidely used
GitHub stars4.7k
Downloads / week118k
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools1
Write actions
Price per callFreeFree
LicenceMIT
Last release2026-09-19
CategoryAI and agentsAI and agents

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