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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Bruno | MarkItDown | DuckDB |
|---|---|---|---|
| Platforms | Universal | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | MIT |
| Stars | 47971 | 193309 | 42725 |
| Last activity | October 30, 2026 | — | September 28, 2026 |
| Install complexity | EASY | سهل / Easy | سهل — حزمة Python أو ملف CLI تنفيذي واحد |
| Category | Testing, Git | Workflow, Research | Database |
| Best use | Ideal for a solo developer or small team that wants API collections and tests beside the code with Git review. Use it for repeatable REST, GraphQL, gRPC, and WebSocket checks—not live cloud collaboration or load testing. | 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. | Best for an analyst, developer, or small team that needs to inspect and join large data files and rerun analysis locally. It adds reviewable SQL without database-server setup. It is not a multi-user transactional database for many small concurrent writes from separate processes. |