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Head to head

MaxAEO AI Visibility MCP vs Geo Reconcile

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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Geo Reconcileio.github.pipeworx-io/geo-reconcile
B
No reviews yet

Wikidata <-> OpenStreetMap reconciliation.

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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 77). Geo Reconcile is hosted and callable through the gateway; MaxAEO AI Visibility MCP runs on your own machine.

 MaxAEO AI Visibility MCPGeo Reconcile
User ratingNo reviews yetNo reviews yet
Safety gradeA91/100B77/100
AdoptionGrowingGrowing
GitHub stars10
Downloads / week52
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools337
Write actions13
Price per callFreeFree
LicenceMITMIT
Last release2026-08-262026-09-19
CategoryMaps and travelMaps and travel

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