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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | marimo | Backlog.md | Beszel |
|---|---|---|---|
| Platforms | Universal | Universal, Codex, Claude Code, Cursor | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | MIT |
| Stars | 23382 | 7217 | 26722 |
| Last activity | October 29, 2026 | — | October 20, 2026 |
| Install complexity | EASY | Easy — npm, Bun, Homebrew, or Nix | متوسط / Medium |
| Category | Workflow, Data | Multi-Agent, Git, Workflow | DevOps, Monitoring |
| 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. | Best for an individual developer or small team using coding agents and wanting to review the specification and plan before code. It keeps tasks, acceptance criteria, and decisions inside the project and exposes them through CLI, a local browser, or MCP. It is not a replacement for a centralized enterprise SaaS board with organization-wide permissions and reporting. | 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. |