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SEO Tools: XMLRiver SERP (Google + Yandex) vs SEO Data

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: XMLRiver SERP (Google + Yandex)io.github.antohins/seo-tools-mcp-xmlriver
B
No reviews yet

Google & Yandex SERP, image/news verticals and URL indexation checks via XMLRiver (read-only).

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SEO Datacom.superagnt/seo-data
A
No reviews yet

SEO data for AI agents: Google SERP, keyword research, backlinks, site audits, AI answer visibility.

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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 SEO Data (98/100 against 83). SEO Data is hosted and callable through the gateway; SEO Tools: XMLRiver SERP (Google + Yandex) runs on your own machine.

 SEO Tools: XMLRiver SERP (Google + Yandex)SEO Data
User ratingNo reviews yetNo reviews yet
Safety gradeB83/100A98/100
AdoptionGrowingGrowing
GitHub stars31
Downloads / week34–
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools8—
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-182026-09-18
CategorySEOSEO

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