Compare
Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Ruff | Docusaurus | Miller |
|---|---|---|---|
| Platforms | Universal, GitHub | Universal | Universal, MCP, Claude Code, Codex, Cursor |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | BSD-2-Clause |
| Stars | 50435 | 66656 | 10055 |
| Last activity | November 5, 2026 | October 16, 2026 | October 21, 2026 |
| Install complexity | EASY | Moderate: Node.js >=20, project files, build and hosting workflow | EASY |
| Category | Code Review, Testing | Workflow, DevOps | Workflow, Data |
| 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 maintaining a product or library guide and comfortable with files and Git. It organizes scattered instructions into pages with clear locale and version choices. It does not write or translate your content, and may be excessive for a single page or a team needing direct collaborative editing. | Ideal for developers, data analysts, and operators who need to clean a CSV export, inspect JSON Lines, or summarize a large file from the terminal without starting a Python project. Use it for quick, repeatable file processing; concurrent transactions and advanced visual analysis still call for a database or complementary analytics tool. |