Compare
Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Beszel | Superpowers | act |
|---|---|---|---|
| Platforms | Universal | Claude Code, Codex, Cursor, OpenCode | GitHub |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | MIT |
| Stars | 26479 | 304113 | 72435 |
| Last activity | October 20, 2026 | — | — |
| Install complexity | متوسط / Medium | — | — |
| Category | DevOps, Monitoring | Code Review, Multi-Agent, Testing, Workflow | Testing, Git, DevOps |
| 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 or project owner working on a substantial feature or a difficult bug. It helps clarify requirements, approve a plan, and inspect tests and file changes. Its value is a visible path from decision to verification. A small text edit may not need the full workflow. | Best for a developer or small team that repeatedly edits GitHub Actions workflows and wants to test a job before pushing. It provides a local run log, while a final GitHub check remains necessary. It is not suitable when exact hosted-runner parity is required. |