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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Cline | Bruno | marimo |
|---|---|---|---|
| Platforms | Universal, Cursor, Windsurf, MCP | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | Apache-2.0 |
| Stars | 71288 | 48076 | 23419 |
| Last activity | November 4, 2026 | October 30, 2026 | October 29, 2026 |
| Install complexity | MODERATE | EASY | EASY |
| Category | Code Review, Multi-Agent, Workflow | Testing, Git | Workflow, Data |
| Best use | Best for an individual developer or small team tracing a bug, adding a test, or implementing a bounded change with a reviewable plan and diff. Avoid broad production access or unscoped Auto-approve, and do not treat it as a replacement for tests, Git, or human review. | 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. | Ideal for a data analyst, Python developer, or small team that wants reproducible experiments, clear Git review, and an interactive report or internal tool from the same source. It is not a replacement for governed BI or a production service requiring enterprise scaling and permissions. |