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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-chrome | DuckDB | Beszel |
|---|---|---|---|
| Platforms | DeepSeek Harness | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | MIT |
| Stars | 9 | 42451 | 26480 |
| Last activity | — | September 28, 2026 | October 20, 2026 |
| Install complexity | متوسط / Moderate | سهل — حزمة Python أو ملف CLI تنفيذي واحد | متوسط / Medium |
| Category | Browser Automation, Security | Database | DevOps, Monitoring |
| Best use | Best for a developer debugging a local or test web UI who wants a DSH agent to see the page and network evidence in the same session. It reduces manual copying and supports interactive inspection after an explicit request. Avoid it for sensitive production accounts or if broad browser permissions are unacceptable. | Best for an analyst, developer, or small team that needs to inspect and join large data files and rerun analysis locally. It adds reviewable SQL without database-server setup. It is not a multi-user transactional database for many small concurrent writes from separate processes. | 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. |