Head to head
Marginalia 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
Marginalia MCP — independent web search over a non-commercial, non-SEO index.
Full listing
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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. Both score close on the safety scan (77 and 83 out of 100).
| Marginalia | Robot Speed | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B77/100 | B83/100 |
| Adoption | Growing | New |
| GitHub stars | 0 | 1 |
| Downloads / week | – | – |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | 37 | — |
| Write actions | 3 | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-19 | 2026-04-17 |
| Category | SEO | SEO |