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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | goose | Beszel | Hurl |
|---|---|---|---|
| Platforms | Universal, MCP | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | Apache-2.0 |
| Stars | 55588 | 26480 | 19271 |
| Last activity | October 23, 2026 | October 20, 2026 | October 17, 2026 |
| Install complexity | MEDIUM | متوسط / Medium | Easy; API and CLI knowledge required |
| Category | Code Review, Multi-Agent, Workflow | DevOps, Monitoring | Testing, DevOps |
| Best use | Best for an individual developer or small team that wants an AI agent to complete an inspectable task in a working copy: understand files, make a bounded change, and run a test. Start with manual approval and scope the folder and tools. Do not give it broad access to production or sensitive data. | 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 small team that wants repeatable API checks with explicit conditions stored beside the code. It links request data and identifies failing assertions without repeating manual inspection. It does not replace browser tests or test-environment setup; curl may be enough for a one-off request. |