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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Miller | dsh-chrome | ntfy |
|---|---|---|---|
| Platforms | Universal, MCP, Claude Code, Codex, Cursor | DeepSeek Harness | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | BSD-2-Clause | MIT | Apache-2.0 / GPL-2.0 |
| Stars | 10049 | 9 | 35016 |
| Last activity | October 21, 2026 | — | September 29, 2026 |
| Install complexity | EASY | متوسط / Moderate | سهل للتجربة، متوسط للاستضافة الآمنة / Easy to try, moderate to self-host securely |
| Category | Workflow, Data | Browser Automation, Security | Workflow, DevOps |
| Best use | 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. | 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 individual developer or small team that wants backup, deployment, and scheduled-job alerts without building a notification app. It starts with one HTTP request and can be self-hosted with users and ACLs. It is not a complete incident-management or log-retention system. |