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Head to head

Clickcast vs UI Debugger

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

Clickcastio.github.AlexKay28/clickcast
B
No reviews yet

Drive a real Playwright browser: annotated screenshot + structured page state after every action.

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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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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 (77 and 82 out of 100).

 ClickcastUI Debugger
User ratingNo reviews yetNo reviews yet
Safety gradeB77/100B82/100
AdoptionGrowingGrowing
GitHub stars32
Downloads / week21667
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools125
Write actions—1
Price per callFreeFree
LicenceApache-2.0MIT
Last release2026-09-142026-09-17
CategoryScraping and browsingScraping and browsing

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