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Head to head

MaxAEO AI Visibility MCP vs Census Geo

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

MaxAEO AI Visibility MCPio.github.maxaeo/maxaeo-ai-visibility-mcp
A
No reviews yet

Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.

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Census Geoio.github.mrfentmen/census-geo-mcp
C
No reviews yet

Census Bureau geocoding API: address to coordinates and census geography.

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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 MaxAEO AI Visibility MCP (91/100 against 65). MaxAEO AI Visibility MCP has noticeably more public adoption.

 MaxAEO AI Visibility MCPCensus Geo
User ratingNo reviews yetNo reviews yet
Safety gradeA91/100C65/100
AdoptionGrowing—
GitHub stars1–
Downloads / week52–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools32
Write actions1—
Price per callFreeFree
LicenceMITMIT
Last release2026-08-26—
CategoryMaps and travelMaps and travel

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