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.
Repo not on the board? Score any public GitHub repo live from its current commit.
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). It doesn't natively read AGENTS.md or CONVENTIONS.md — those load only when wired via `.aider.conf.yml`'s `read:` — so the config file, a green linter, and a declared test command are what translate into successful commits.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 321 | spring-projects/spring-bootGitHub | 81.4k ★ | open | |
| 322 | erlang/otpGitHub | 12.3k ★ | open | |
| 323 | expressjs/expressGitHub | 69.4k ★ | open | |
| 324 | rayon-rs/rayonGitHub | 13.3k ★ | open | |
| 325 | seanmonstar/reqwestGitHub | 11.8k ★ | open | |
| 326 | quarkusio/quarkusGitHub | 15.9k ★ | open | |
| 327 | apache/dorisGitHub | 15.9k ★ | open | |
| 328 | debezium/debeziumGitHub | 13.1k ★ | open | |
| 329 | square/okhttpGitHub | 47.1k ★ | open | |
| 330 | date-fns/date-fnsGitHub | 36.6k ★ | open | |
| 331 | trinodb/trinoGitHub | 13.2k ★ | open | |
| 332 | square/retrofitGitHub | 43.9k ★ | open | |
| 333 | laravel/laravelGitHub | 84.9k ★ | open | |
| 334 | symfony/symfonyGitHub | 31.1k ★ | open | |
| 335 | google/guavaGitHub | 51.9k ★ | open | |
| 336 | netty/nettyGitHub | 35k ★ | open | |
| 337 | postgres/postgresGitHub | 22k ★ | open | |
| 338 | inkscape/inkscapeGitLab | 4k ★ | open | |
| 339 | championswimmer/TwoFacGitHub | 125 ★ | open | |
| 340 | sgl-project/sglangGitHub | 35.5k ★ | open | |
| 341 | phpstan/phpstanGitHub | 14.1k ★ | open | |
| 342 | fdroid/fdroidclientGitLab | 2.7k ★ | open | |
| 343 | cloudflare/aiGitHub | 1.2k ★ | open | |
| 344 | redis/redisGitHub | 76.2k ★ | open | |
| 345 | spring-projects/spring-frameworkGitHub | 60.2k ★ | open | |
| 346 | langchain-ai/langchainGitHub | 145.8k ★ | open | |
| 347 | Significant-Gravitas/AutoGPTGitHub | 187.2k ★ | open | |
| 348 | karpathy/nanochatGitHub | 57.8k ★ | open | |
| 349 | opencv/opencvGitHub | 90.7k ★ | open | |
| 350 | getlago/lagoGitHub | 10.5k ★ | open | |
| 351 | gnachman/iterm2GitLab | 1.5k ★ | open | |
| 352 | nim-lang/NimGitHub | 18.2k ★ | open |
Tracking 371 repos · last updated