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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Jujutsu (jj) | goose | Hurl |
|---|---|---|---|
| Platforms | Universal | Universal, MCP | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Stars | 32275 | 55847 | 19282 |
| Last activity | October 28, 2026 | October 23, 2026 | October 17, 2026 |
| Install complexity | CLI | MEDIUM | Easy; API and CLI knowledge required |
| Category | Git, Workflow | Code Review, Multi-Agent, Workflow | Testing, DevOps |
| Best use | For developers reviewing features as small changes and revisiting earlier steps. Start with a separate practice clone to learn working copies and Bookmarks; delay team adoption until compatibility with required Git tooling is checked. | 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 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. |