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 |
|---|---|---|---|---|
| 161 | simstudioai/simGitHub | 29.5k ★ | open | |
| 162 | rust-lang/rustlingsGitHub | 63.9k ★ | open | |
| 163 | fastapi/fastapiGitHub | 101.8k ★ | open | |
| 164 | TanStack/queryGitHub | 50.2k ★ | open | |
| 165 | pandas-dev/pandasGitHub | 49.5k ★ | open | |
| 166 | fastify/fastifyGitHub | 37k ★ | open | |
| 167 | phoenixframework/phoenixGitHub | 23.1k ★ | open | |
| 168 | vercel-labs/deepsecGitHub | 7.8k ★ | open | |
| 169 | openclaw/openclawGitHub | 387.2k ★ | open | |
| 170 | rust-lang/rustGitHub | 115.9k ★ | open | |
| 171 | scylladb/scylladbGitHub | 15.7k ★ | open | |
| 172 | microsoft/vscodeGitHub | 189.3k ★ | open | |
| 173 | tauri-apps/tauriGitHub | 110.5k ★ | open | |
| 174 | explosion/spaCyGitHub | 33.8k ★ | open | |
| 175 | influxdata/influxdbGitHub | 31.7k ★ | open | |
| 176 | nikic/PHP-ParserGitHub | 17.5k ★ | open | |
| 177 | microsoft/presidioGitHub | 10.6k ★ | open | |
| 178 | ghostfolio/ghostfolioGitHub | 9.2k ★ | open | |
| 179 | babashka/babashkaGitHub | 4.6k ★ | open | |
| 180 | Comfy-Org/ComfyUIGitHub | 129.1k ★ | open | |
| 181 | Aider-AI/aiderGitHub | 48.4k ★ | open | |
| 182 | supermemoryai/supermemoryGitHub | 29k ★ | open | |
| 183 | go-gorm/gormGitHub | 39.9k ★ | open | |
| 184 | expo/expoGitHub | 51.8k ★ | open | |
| 185 | sst/opencodeGitHub | 200.4k ★ | open | |
| 186 | bevyengine/bevyGitHub | 47.8k ★ | open | |
| 187 | preactjs/preactGitHub | 38.8k ★ | open | |
| 188 | vercel/swrGitHub | 32.5k ★ | open | |
| 189 | eslint/eslintGitHub | 27.5k ★ | open | |
| 190 | rust-lang/cargoGitHub | 15.4k ★ | open | |
| 191 | cloudflare/vinextGitHub | 8.7k ★ | open | |
| 192 | inngest/inngestGitHub | 5.8k ★ | open |
Tracking 353 repos · last updated