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Head to head

Swiss Geodata vs MaxAEO AI Visibility MCP

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

Swiss Geodataio.github.malkreide/swiss-geodata-mcp
C
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Swiss federal geodata (geo.admin.ch): layers, spatial identify, zoning, heights, LV95 conversion

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MaxAEO AI Visibility MCPio.github.maxaeo/maxaeo-ai-visibility-mcp
A
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Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.

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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 62).

 Swiss GeodataMaxAEO AI Visibility MCP
User ratingNo reviews yetNo reviews yet
Safety gradeC62/100A91/100
AdoptionNewGrowing
GitHub stars01
Downloads / week1452
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools93
Write actions—1
Price per callFreeFree
LicenceMITMIT
Last release2026-07-272026-08-26
CategoryMaps and travelMaps and travel

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