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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Beszel | dsh-chrome | Miller |
|---|---|---|---|
| Platforms | Universal | DeepSeek Harness | Universal, MCP, Claude Code, Codex, Cursor |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | BSD-2-Clause |
| Stars | 26480 | 9 | 10049 |
| Last activity | October 20, 2026 | — | October 21, 2026 |
| Install complexity | متوسط / Medium | متوسط / Moderate | EASY |
| Category | DevOps, Monitoring | Browser Automation, Security | Workflow, Data |
| 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 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. | Ideal for developers, data analysts, and operators who need to clean a CSV export, inspect JSON Lines, or summarize a large file from the terminal without starting a Python project. Use it for quick, repeatable file processing; concurrent transactions and advanced visual analysis still call for a database or complementary analytics tool. |