Mmcp.market

Head to head

google-ads-transparency vs Semiotic

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

google-ads-transparencyio.github.DataLeadsPRO/google-ads-transparency
A
No reviews yet

Query Google Ads Transparency data: advertiser suggestions, creatives, and ad history.

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Semioticio.github.nteract/semiotic
B
No reviews yet

Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.

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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 (89 and 82 out of 100). Semiotic has noticeably more public adoption.

 google-ads-transparencySemiotic
User ratingNo reviews yetNo reviews yet
Safety gradeA89/100B82/100
AdoptionNewWidely used
GitHub stars02.7k
Downloads / week–5.8k
Runs whereHosted (remote)Hosted (remote)
Gateway-readyYesYes
Tools45
Write actions—1
Price per callFreeFree
LicenceNOASSERTIONApache-2.0
Last release2026-09-172026-09-19
CategoryEverything elseEverything else

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