Compare
Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Ruff | Hurl | goose |
|---|---|---|---|
| Platforms | Universal, GitHub | Universal | Universal, MCP |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | Apache-2.0 | Apache-2.0 |
| Stars | 50435 | 19304 | 56235 |
| Last activity | November 5, 2026 | October 17, 2026 | October 23, 2026 |
| Install complexity | EASY | Easy; API and CLI knowledge required | MEDIUM |
| Category | Code Review, Testing | Testing, DevOps | Code Review, Multi-Agent, Workflow |
| Best use | Best for an individual Python developer or small team that wants consistent linting, import organization, and formatting locally, in editors, and in CI. It adds reviewable rules, safe-by-default fixes, and a pinnable version. It does not replace tests, type checking, or business-logic review, and migration from Black or Flake8 should be tested on a branch. | 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. | 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. |