Head to head
MaxAEO AI Visibility MCP vs AEO/GEO by VibeSEO
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
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Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
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Track brand visibility in ChatGPT, Gemini and Google AI answers: competitors, cited sources, checks.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (91 and 95 out of 100). AEO/GEO by VibeSEO is hosted and callable through the gateway; MaxAEO AI Visibility MCP runs on your own machine.
| MaxAEO AI Visibility MCP | AEO/GEO by VibeSEO | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A91/100 | A95/100 |
| Adoption | Growing | Growing |
| GitHub stars | 1 | 0 |
| Downloads / week | 52 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 3 | — |
| Write actions | 1 | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-08-26 | 2026-09-24 |
| Category | Maps and travel | Maps and travel |