Mmcp.market

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agent-device vs HumanMirror Forge

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
C
No reviews yet

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

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HumanMirror Forgefr.humanmirror/forge
?
No reviews yet

Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.

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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 Forge is hosted and callable through the gateway; agent-device runs on your own machine. agent-device has noticeably more public adoption.

 agent-deviceHumanMirror Forge
User ratingNo reviews yetNo reviews yet
Safety gradeC55/100?
AdoptionEstablished
GitHub stars4.7k
Downloads / week
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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