Head to head
Marginalia vs XKnow Knowledge Base
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 listingNo reviews yet
Search and explore source-backed SEO, SaaS, and LLM-wiki knowledge from the XKnow knowledge base.
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 XKnow Knowledge Base (89/100 against 77). Marginalia is hosted and callable through the gateway; XKnow Knowledge Base runs on your own machine.
| Marginalia | XKnow Knowledge Base | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B77/100 | A89/100 |
| Adoption | Growing | Growing |
| GitHub stars | 0 | 0 |
| Downloads / week | – | 456 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 37 | 6 |
| Write actions | 3 | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-19 | 2026-09-12 |
| Category | SEO | SEO |