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.
Devin — Operates from a sandboxed Ubuntu VM and runs an 8-step machine setup (deps, secrets, language versions, lint/test commands) per Cognition's repo-setup docs. CI config files alone aren't what the docs ask for — a runnable dev environment is.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 225 | Anuken/MindustryGitHub | 28.9k ★ | open | |
| 226 | starship/starshipGitHub | 59.8k ★ | open | |
| 227 | Aider-AI/aiderGitHub | 48.8k ★ | open | |
| 228 | Alamofire/AlamofireGitHub | 42.4k ★ | open | |
| 229 | apple/swift-nioGitHub | 8.5k ★ | open | |
| 230 | expo/expoGitHub | 52.1k ★ | open | |
| 231 | facebook/reactGitHub | 249.1k ★ | open | |
| 232 | rust-lang/rustGitHub | 117.5k ★ | open | |
| 233 | eslint/eslintGitHub | 27.5k ★ | open | |
| 234 | api-platform/coreGitHub | 2.6k ★ | open | |
| 235 | rust-lang/rustlingsGitHub | 64.1k ★ | open | |
| 236 | apache/icebergGitHub | 9.2k ★ | open | |
| 237 | apache/pinotGitHub | 6.1k ★ | open | |
| 238 | shadcn-ui/uiGitHub | 123.2k ★ | open | |
| 239 | hashicorp/terraformGitHub | 49.6k ★ | open | |
| 240 | different-ai/openworkGitHub | 23.4k ★ | open | |
| 241 | apache/seatunnelGitHub | 9.6k ★ | open | |
| 242 | DefiLlama/defillama-appGitHub | 292 ★ | open | |
| 243 | filamentphp/filamentGitHub | 32k ★ | open | |
| 244 | quarkusio/quarkusGitHub | 15.9k ★ | open | |
| 245 | haskell/cabalGitHub | 1.7k ★ | open | |
| 246 | tailwindlabs/tailwindcssGitHub | 97.5k ★ | open | |
| 247 | localsend/localsendGitHub | 90.2k ★ | open | |
| 248 | drizzle-team/drizzle-ormGitHub | 35.7k ★ | open | |
| 249 | fastapi/fastapiGitHub | 102.1k ★ | open | |
| 250 | crystal-lang/crystalGitHub | 20.4k ★ | open | |
| 251 | google-deepmind/mujocoGitHub | 14.9k ★ | open | |
| 252 | remix-run/react-routerGitHub | 56.6k ★ | open | |
| 253 | immich-app/immichGitHub | 113.5k ★ | open | |
| 254 | numpy/numpyGitHub | 32.7k ★ | open | |
| 255 | kubernetes/kubernetesGitHub | 126.4k ★ | open | |
| 256 | elastic/elasticsearchGitHub | 77.9k ★ | open |
Tracking 371 repos · last updated