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). 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 |
|---|---|---|---|---|
| 193 | colinhacks/zodGitHub | 43.5k ★ | open | |
| 194 | apache/kafkaGitHub | 33.6k ★ | open | |
| 195 | apache/pulsarGitHub | 15.3k ★ | open | |
| 196 | shadcn-ui/uiGitHub | 121.9k ★ | open | |
| 197 | JuliaLang/juliaGitHub | 49k ★ | open | |
| 198 | TheOrcDev/8bitcn-uiGitHub | 2k ★ | open | |
| 199 | protocolbuffers/protobufGitHub | 71.8k ★ | open | |
| 200 | fastlane/fastlaneGitHub | 42k ★ | open | |
| 201 | fmtlib/fmtGitHub | 23.8k ★ | open | |
| 202 | sidekiq/sidekiqGitHub | 13.6k ★ | open | |
| 203 | apache/paimonGitHub | 3.4k ★ | open | |
| 204 | ClickHouse/ClickHouseGitHub | 49.4k ★ | open | |
| 205 | medusajs/medusaGitHub | 36k ★ | open | |
| 206 | filamentphp/filamentGitHub | 31.9k ★ | open | |
| 207 | ocaml/duneGitHub | 1.9k ★ | open | |
| 208 | livebook-dev/livebookGitHub | 5.9k ★ | open | |
| 209 | openai/whisperGitHub | 107.8k ★ | open | |
| 210 | rails/railsGitHub | 58.7k ★ | open | |
| 211 | facebook/reactGitHub | 247.7k ★ | open | |
| 212 | etcd-io/etcdGitHub | 52.2k ★ | open | |
| 213 | facebookresearch/faissGitHub | 40.8k ★ | open | |
| 214 | composer/composerGitHub | 29.5k ★ | open | |
| 215 | laravel/aiGitHub | 1.1k ★ | open | |
| 216 | charmbracelet/bubbleteaGitHub | 44.5k ★ | open | |
| 217 | libeigen/eigenGitLab | 1.2k ★ | open | |
| 218 | llvm/llvm-projectGitHub | 39.9k ★ | open | |
| 219 | dagger/daggerGitHub | 16.2k ★ | open | |
| 220 | clap-rs/clapGitHub | 16.7k ★ | open | |
| 221 | immich-app/immichGitHub | 112.4k ★ | open | |
| 222 | numpy/numpyGitHub | 32.6k ★ | open | |
| 223 | h4ckf0r0day/obscuraGitHub | 22.1k ★ | open | |
| 224 | privy-io/go-sdkGitHub | 3 ★ | open |
Tracking 353 repos · last updated