Head to head
France Data 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.
No reviews yet
French public-data MCP: cross-ref health, demographics, business, geo & real-estate.
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Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
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 91 out of 100). France Data is hosted and callable through the gateway; MaxAEO AI Visibility MCP runs on your own machine.
| France Data | MaxAEO AI Visibility MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A91/100 | A91/100 |
| Adoption | Growing | Growing |
| GitHub stars | 3 | 1 |
| Downloads / week | 128 | 52 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 36 | 3 |
| Write actions | — | 1 |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-07 | 2026-08-26 |
| Category | Maps and travel | Maps and travel |