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). A green linter and a declared test command translate directly into successful commits.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 129 | nats-io/nats-serverGitHub | 20.1k ★ | open | |
| 130 | encode/httpxGitHub | 15.3k ★ | open | |
| 131 | apache/paimonGitHub | 3.3k ★ | open | |
| 132 | godotengine/godotGitHub | 113k ★ | open | |
| 133 | prettier/prettierGitHub | 52.1k ★ | open | |
| 134 | ClickHouse/ClickHouseGitHub | 48.2k ★ | open | |
| 135 | refinedev/refineGitHub | 34.9k ★ | open | |
| 136 | medusajs/medusaGitHub | 34.6k ★ | open | |
| 137 | filamentphp/filamentGitHub | 31.2k ★ | open | |
| 138 | delta-io/deltaGitHub | 8.9k ★ | open | |
| 139 | rails/railsGitHub | 58.7k ★ | open | |
| 140 | unclecode/crawl4aiGitHub | 69.4k ★ | open | |
| 141 | starship/starshipGitHub | 58.4k ★ | open | |
| 142 | Alamofire/AlamofireGitHub | 42.4k ★ | open | |
| 143 | python-poetry/poetryGitHub | 34.3k ★ | open | |
| 144 | 11ty/eleventyGitHub | 19.7k ★ | open | |
| 145 | prisma/prismaGitHub | 46.4k ★ | open | |
| 146 | hashicorp/vaultGitHub | 35.8k ★ | open | |
| 147 | rustdesk/rustdeskGitHub | 116.8k ★ | open | |
| 148 | privy-io/go-sdkGitHub | 2 ★ | open | |
| 149 | django/djangoGitHub | 88k ★ | open | |
| 150 | warpdotdev/warpGitHub | 62.3k ★ | open | |
| 151 | facebook/reactGitHub | 246.1k ★ | open | |
| 152 | rust-lang/rustlingsGitHub | 63.3k ★ | open | |
| 153 | lit/litGitHub | 21.7k ★ | open | |
| 154 | fastapi/fastapiGitHub | 99.6k ★ | open | |
| 155 | modelcontextprotocol/serversGitHub | 87.6k ★ | open | |
| 156 | TanStack/queryGitHub | 49.8k ★ | open | |
| 157 | fastify/fastifyGitHub | 36.6k ★ | open | |
| 158 | phoenixframework/phoenixGitHub | 23k ★ | open | |
| 159 | symfony/aiGitHub | 1.1k ★ | open | |
| 160 | krakenfx/kraken-cliGitHub | 638 ★ | open |
Tracking 284 repos · last updated