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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-context | Gatus | DuckDB |
|---|---|---|---|
| Platforms | DeepSeek Harness | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | Apache-2.0 | MIT |
| Stars | 3472 | 12381 | 42451 |
| Last activity | — | September 24, 2026 | September 28, 2026 |
| Install complexity | تثبيت إضافة وتشغيل dsh web | سهل إلى متوسط / Easy to moderate | سهل — حزمة Python أو ملف CLI تنفيذي واحد |
| Category | DevOps | Security, DevOps | Database |
| Best use | For DSH developers diagnosing context growth, tool outputs, and compaction in long sessions. It estimates category composition and does not compact context automatically. | Best for an individual developer or small team that wants self-hosted website, API, DNS, and certificate checks with a status page and threshold-based alerts. It combines active checks and simple history in one service. It does not replace resource monitoring, logs, or distributed tracing. | 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. |