Compare
Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | marimo | Miller | Gatus |
|---|---|---|---|
| Platforms | Universal | Universal, MCP, Claude Code, Codex, Cursor | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | BSD-2-Clause | Apache-2.0 |
| Stars | 23382 | 10053 | 12452 |
| Last activity | October 29, 2026 | October 21, 2026 | September 24, 2026 |
| Install complexity | EASY | EASY | سهل إلى متوسط / Easy to moderate |
| Category | Workflow, Data | Workflow, Data | Security, DevOps |
| Best use | Ideal for a data analyst, Python developer, or small team that wants reproducible experiments, clear Git review, and an interactive report or internal tool from the same source. It is not a replacement for governed BI or a production service requiring enterprise scaling and permissions. | 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 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. |