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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | zoxide | Miller | Beszel |
|---|---|---|---|
| Platforms | Universal | Universal, MCP, Claude Code, Codex, Cursor | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | BSD-2-Clause | MIT |
| Stars | 40336 | 10051 | 26612 |
| Last activity | October 24, 2026 | October 21, 2026 | October 20, 2026 |
| Install complexity | — | EASY | متوسط / Medium |
| Category | Workflow | Workflow, Data | DevOps, Monitoring |
| 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. | 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. | 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. |