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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Beszel | dsh-task-board | MarkItDown |
|---|---|---|---|
| Platforms | Universal | DeepSeek Harness | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | Apache-2.0 | MIT |
| Stars | 26480 | 9384 | 191791 |
| Last activity | October 20, 2026 | — | — |
| Install complexity | متوسط / Medium | Intermediate | سهل / Easy |
| Category | DevOps, Monitoring | Multi-Agent, Workflow | Workflow, Research |
| Best use | 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. | Best for a developer or small team using DSH for recurring or connected work and wanting task state and execution evidence in one record. It pins the project, agent preset, and permission, then runs manually or through Host cron with a human gate for elevated access. It is not a fit for a frequently sleeping machine or unreviewed sensitive automation. | Best for a developer or analyst extracting text from several document formats before search or supplying selected passages to an AI agent. It provides a repeatable CLI command and Python library, while requiring review against the original. It is not intended for layout-perfect document publishing. |