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SEO Tools: XMLStock SERP (Google + Yandex) vs Autorank

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

SEO Tools: XMLStock SERP (Google + Yandex)io.github.antohins/seo-tools-mcp-xmlstock
B
No reviews yet

Google & Yandex SERP + Yandex Wordstat via XMLStock (read-only).

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Autorankio.github.RyanKramer/autorank-mcp
A
No reviews yet

Technical SEO tools for AI agents: structured data, meta tags, robots, SERP truncation. No API key.

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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 Autorank (92/100 against 83). SEO Tools: XMLStock SERP (Google + Yandex) has noticeably more public adoption.

 SEO Tools: XMLStock SERP (Google + Yandex)Autorank
User ratingNo reviews yetNo reviews yet
Safety gradeB83/100A92/100
AdoptionGrowingNew
GitHub stars30
Downloads / week58–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools918
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-182026-08-27
CategorySEOSEO

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