Mmcp.market

Head to head

UI Debugger vs Ghost

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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Ghostio.github.NORTHTEKDevs/ghost
C
No reviews yet

Verified desktop control for agents on Windows and Linux: apps with no API, windows, shell, browser.

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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 UI Debugger (82/100 against 68).

 UI DebuggerGhost
User ratingNo reviews yetNo reviews yet
Safety gradeB82/100C68/100
AdoptionGrowingGrowing
GitHub stars225
Downloads / week67
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools5
Write actions1
Price per callFreeFree
LicenceMITMIT
Last release2026-09-172026-09-06
CategoryScraping and browsingScraping and browsing

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