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Head to head

SEO-IntentRank (Antigravity MCP) vs Marginalia

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

SEO-IntentRank (Antigravity MCP)io.github.AI-BuildInfra/SEO-intentrank
C
No reviews yet

Human search intent keywords, Core Web Vitals, technical SEO & on-page audit MCP server.

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Marginaliaio.github.pipeworx-io/marginalia
B
No reviews yet

Marginalia MCP — independent web search over a non-commercial, non-SEO index.

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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 Marginalia (77/100 against 68). Marginalia is hosted and callable through the gateway; SEO-IntentRank (Antigravity MCP) runs on your own machine.

 SEO-IntentRank (Antigravity MCP)Marginalia
User ratingNo reviews yetNo reviews yet
Safety gradeC68/100B77/100
AdoptionNewGrowing
GitHub stars10
Downloads / week––
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools—37
Write actions—3
Price per callFreeFree
LicenceMITMIT
Last release2026-09-242026-09-19
CategorySEOSEO

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