Mmcp.market

Head to head

agent-device vs First Dollar Test

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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First Dollar Testcom.first-dollar-test/first-dollar-test
C
No reviews yet

Base agent evaluation: 2 USDC fee, 1 USDC on verified PASS, full fee refund on FAIL/expiry.

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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 (55 and 56 out of 100). First Dollar Test is hosted and callable through the gateway; agent-device runs on your own machine. agent-device has noticeably more public adoption.

 agent-deviceFirst Dollar Test
User ratingNo reviews yetNo reviews yet
Safety gradeC55/100C56/100
AdoptionEstablishedNew
GitHub stars4.7k
Downloads / week
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools7
Write actions7
Price per callFreeFree
LicenceMIT
Last release2026-09-19
CategoryAI and agentsAI and agents

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