Head to head
Aurora Agent vs RoboSystems
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
FIBER decision-context compiler with honest omission accounting: 259 evidence-bearing MCP tools.
Full listing
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Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and forecasts over 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 RoboSystems (97/100 against 86). RoboSystems is hosted and callable through the gateway; Aurora Agent runs on your own machine.
| Aurora Agent | RoboSystems | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A86/100 | A97/100 |
| Adoption | Growing | Growing |
| GitHub stars | 1 | 25 |
| Downloads / week | 25 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | Apache-2.0 |
| Last release | 2026-09-21 | 2026-09-21 |
| Category | Finance | Finance |