Compare
Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Dagu | Task | Beszel |
|---|---|---|---|
| Platforms | Universal, MCP | Universal, GitHub | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | GPL-3.0 | MIT | MIT |
| Stars | 4491 | 16314 | 26647 |
| Last activity | October 28, 2026 | — | October 20, 2026 |
| Install complexity | سهل للبداية؛ يحتاج ضبط أمان قبل المشاركة / Easy to start; security configuration required before sharing | سهل / Easy | متوسط / Medium |
| Category | Workflow, DevOps, Monitoring | Workflow, DevOps | DevOps, Monitoring |
| Best use | Best for a developer or small team with connected scripts that need schedules, history, and a clear failure point. It adds dependencies, retries, and an operations UI without an external database in single-server mode. A simple independent command may not need it, and some team controls such as additional users, SSO, RBAC, and audit logging currently require a paid license. | Best for a developer or small team whose project commands span languages, folders, and tools. It provides documented entry points that people and agents can use and review in Git. Existing scripts may be enough for a simple project; Task does not install project tools or sandbox their commands. | Best for an individual developer or small team running a VPS, home server, or a few Docker hosts and needing a simple dashboard, history, and alerts. Its value is combining host and container metrics in a self-hosted hub. It is not a full logs-and-traces observability platform. |