Head to head
Log10x MCP vs SEOcrawl AI
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
Tools to rank log patterns by volume and cost and to compact, tier down or offload each pattern
Full listingSEOcrawl AI
?ai.seocrawl/mcpNo reviews yet
Live Google Search Console data, keyword/page analysis, site audit and SEO tasks from SEOcrawl AI.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. SEOcrawl AI is hosted and callable through the gateway; Log10x MCP runs on your own machine. Log10x MCP has noticeably more public adoption.
| Log10x MCP | SEOcrawl AI | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A85/100 | ? |
| Adoption | Growing | — |
| GitHub stars | 1 | – |
| Downloads / week | 978 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-17 | — |
| Category | SEO | SEO |