Head to head
Loki Mode vs Moltline Research Desk
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
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 36 tools over stdio.
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7 research navigation, thesis, note-taking and citation skill products. 6 of 8 free.
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 Moltline Research Desk (87/100 against 77). Moltline Research Desk is hosted and callable through the gateway; Loki Mode runs on your own machine. Loki Mode has noticeably more public adoption.
| Loki Mode | Moltline Research Desk | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B77/100 | A87/100 |
| Adoption | Established | Growing |
| GitHub stars | 1.1k | 0 |
| Downloads / week | 4.8k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 43 | 8 |
| Write actions | 5 | — |
| Price per call | Free | Free |
| Licence | NOASSERTION | MIT |
| Last release | 2026-09-15 | 2026-09-19 |
| Category | E-commerce | E-commerce |