Head to head
Log10x MCP vs Scholar Feed
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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Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.
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 (85 and 79 out of 100). Scholar Feed is hosted and callable through the gateway; Log10x MCP runs on your own machine.
| Log10x MCP | Scholar Feed | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A85/100 | B79/100 |
| Adoption | Growing | Established |
| GitHub stars | 1 | 11 |
| Downloads / week | 978 | 187 |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | 27 |
| Write actions | — | 6 |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-17 | 2026-09-15 |
| Category | SEO | SEO |