Mmcp.market

Head to head

UI Debugger vs Native DevTools

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

UI Debuggerio.github.developerz-ai/ui-debugger-mcp
B
No reviews yet

Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues.

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Native DevToolsio.github.sh3ll3x3c/native-devtools
A
No reviews yet

MCP server for desktop, browser (CDP), and Android automation. Screenshot, OCR, click, type.

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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 Native DevTools (94/100 against 82).

 UI DebuggerNative DevTools
User ratingNo reviews yetNo reviews yet
Safety gradeB82/100A94/100
AdoptionGrowingEstablished
GitHub stars2134
Downloads / week67103
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools5—
Write actions1—
Price per callFreeFree
LicenceMITMIT
Last release2026-09-172026-09-24
CategoryScraping and browsingScraping and browsing

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