Head to head
jobd vs Semiotic
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
Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.
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Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.
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 Semiotic (82/100 against 74). Semiotic is hosted and callable through the gateway; jobd runs on your own machine. Semiotic has noticeably more public adoption.
| jobd | Semiotic | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B74/100 | B82/100 |
| Adoption | Growing | Widely used |
| GitHub stars | 4 | 2.7k |
| Downloads / week | 105 | 5.8k |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | 5 |
| Write actions | — | 1 |
| Price per call | Free | Free |
| Licence | MIT | Apache-2.0 |
| Last release | 2026-09-19 | 2026-09-19 |
| Category | Everything else | Everything else |