Which public repos are friendliest to an AI coding agent?
Ranked per model across GitHub, GitLab, and Bitbucket — because agents aren't interchangeable.
Looking up a dependency? Check any npm / PyPI / Cargo package by name.

Aider — Auto-lints on every edit by default; runs the configured test command after edits when `--test-cmd` is set (per Aider's lint/test docs). A green linter and a declared test command translate directly into successful commits.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 161 | microsoft/AIGitHub | 2.5k ★ | open | |
| 162 | spring-projects/spring-bootGitHub | 80.5k ★ | open | |
| 163 | karpathy/nanoGPTGitHub | 57.3k ★ | open |
Tracking 163 repos · last updated