Head to head
Log10x MCP vs Robot Speed
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
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SEO tools for AI agents: audits, Core Web Vitals, keywords, AI visibility, traffic, backlinks.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Robot Speed (83/100 against 66). Robot Speed is hosted and callable through the gateway; Log10x MCP runs on your own machine. Log10x MCP has noticeably more public adoption.
| Log10x MCP | Robot Speed | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | B83/100 |
| Adoption | Growing | New |
| GitHub stars | 1 | 1 |
| Downloads / week | 1.4k | – |
| 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 | 2026-04-17 |
| Category | SEO | SEO |