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 |
|---|---|---|---|---|
| 161 | tldraw/tldrawGitHub | 50.2k ★ | open | |
| 162 | vitest-dev/vitestGitHub | 17.1k ★ | open | |
| 163 | electric-sql/electricGitHub | 10.4k ★ | open | |
| 164 | hashicorp/vaultGitHub | 36.2k ★ | open | |
| 165 | yugabyte/yugabyte-dbGitHub | 10.5k ★ | open | |
| 166 | oban-bg/obanGitHub | 4k ★ | open | |
| 167 | huggingface/transformersGitHub | 164.9k ★ | open | |
| 168 | django/djangoGitHub | 90k ★ | open | |
| 169 | duckdb/duckdbGitHub | 41k ★ | open | |
| 170 | simstudioai/simGitHub | 29.6k ★ | open | |
| 171 | rust-lang/rustlingsGitHub | 64.1k ★ | open | |
| 172 | fastapi/fastapiGitHub | 102.1k ★ | open | |
| 173 | pandas-dev/pandasGitHub | 49.7k ★ | open | |
| 174 | fastify/fastifyGitHub | 37.1k ★ | open | |
| 175 | phoenixframework/phoenixGitHub | 23.1k ★ | open | |
| 176 | vercel-labs/deepsecGitHub | 7.9k ★ | open | |
| 177 | openclaw/openclawGitHub | 389k ★ | open | |
| 178 | rust-lang/rustGitHub | 117.5k ★ | open | |
| 179 | scylladb/scylladbGitHub | 15.7k ★ | open | |
| 180 | microsoft/vscodeGitHub | 191k ★ | open | |
| 181 | tauri-apps/tauriGitHub | 110.9k ★ | open | |
| 182 | explosion/spaCyGitHub | 33.9k ★ | open | |
| 183 | influxdata/influxdbGitHub | 31.7k ★ | open | |
| 184 | nikic/PHP-ParserGitHub | 17.5k ★ | open | |
| 185 | ghostfolio/ghostfolioGitHub | 9.2k ★ | open | |
| 186 | babashka/babashkaGitHub | 4.6k ★ | open | |
| 187 | Comfy-Org/ComfyUIGitHub | 131.8k ★ | open | |
| 188 | Aider-AI/aiderGitHub | 48.8k ★ | open | |
| 189 | supermemoryai/supermemoryGitHub | 29.2k ★ | open | |
| 190 | go-gorm/gormGitHub | 39.9k ★ | open | |
| 191 | openai/codexGitHub | 121.9k ★ | open | |
| 192 | expo/expoGitHub | 52.1k ★ | open |
Tracking 371 repos · last updated