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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | zoxide | act | Miller |
|---|---|---|---|
| Platforms | Universal | GitHub | Universal, MCP, Claude Code, Codex, Cursor |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | BSD-2-Clause |
| Stars | 40336 | 72471 | 10051 |
| Last activity | October 24, 2026 | — | October 21, 2026 |
| Install complexity | — | — | EASY |
| Category | Workflow | Testing, Git, DevOps | Workflow, Data |
| Best use | For developers switching among many directories in an interactive terminal. It learns from visited paths and helps you return; use explicit paths for scripts and deployments that require a fixed destination. | 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. | 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. |