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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | DuckDB | dsh-better-sidebar | goose |
|---|---|---|---|
| Platforms | Universal | DeepSeek Harness | Universal, MCP |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | Apache-2.0 |
| Stars | 42451 | 4478 | 55590 |
| Last activity | September 28, 2026 | September 23, 2026 | October 23, 2026 |
| Install complexity | سهل — حزمة Python أو ملف CLI تنفيذي واحد | سهل / Easy | MEDIUM |
| Category | Database | Code Review, Git, Workflow, UI | Code Review, Multi-Agent, Workflow |
| Best use | 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. | Best for a developer using DeepSeek Harness who wants session files, changes, and parallel jobs visible beside the conversation. It adds session-specific context and separates Side Chat questions from the main flow. It is not a standalone full IDE and requires a compatible DSH release. | 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. |