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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | goose | MarkItDown | uv |
|---|---|---|---|
| Platforms | Universal, MCP | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | MIT OR Apache-2.0 |
| Stars | 55585 | 191791 | 91070 |
| Last activity | October 23, 2026 | — | October 20, 2026 |
| Install complexity | MEDIUM | سهل / Easy | Easy on supported systems; Homebrew must already be installed for this command. Windows and standalone installation options are explained in the guide. |
| Category | Code Review, Multi-Agent, Workflow | Workflow, Research | Workflow, DevOps |
| Best use | 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 analyst extracting text from several document formats before search or supplying selected passages to an AI agent. It provides a repeatable CLI command and Python library, while requiring review against the original. It is not intended for layout-perfect document publishing. | For a Python developer or small team that wants a shared setup rather than relying on manually installed packages. Commit the dependency definition and lockfile, then sync the environment and run commands with uv. It does not isolate the operating system or untrusted code, or replace application compatibility tests. |