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.
Overall (average across models) — Simple average of every per-model score.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 129 | nlohmann/jsonGitHub | 50k ★ | open | |
| 130 | SigNoz/signozGitHub | 27.4k ★ | open | |
| 131 | krakenfx/kraken-cliGitHub | 638 ★ | open | |
| 132 | microsoft/vscodeGitHub | 186.7k ★ | open | |
| 133 | gohugoio/hugoGitHub | 88.7k ★ | open | |
| 134 | cline/clineGitHub | 63.8k ★ | open | |
| 135 | hashicorp/vaultGitHub | 35.8k ★ | open | |
| 136 | lit/litGitHub | 21.7k ★ | open | |
| 137 | prettier/prettierGitHub | 52.1k ★ | open | |
| 138 | godotengine/godotGitHub | 113k ★ | open | |
| 139 | BurntSushi/ripgrepGitHub | 65.4k ★ | open | |
| 140 | nats-io/nats-serverGitHub | 20.1k ★ | open | |
| 141 | encode/httpxGitHub | 15.3k ★ | open | |
| 142 | Uniswap/interfaceGitHub | 5.5k ★ | open | |
| 143 | chenglou/pretextGitHub | 48.7k ★ | open | |
| 144 | unclecode/crawl4aiGitHub | 69.4k ★ | open | |
| 145 | github/spec-kitGitHub | 115k ★ | open | |
| 146 | AutoMQ/automqGitHub | 10.1k ★ | open | |
| 147 | 11ty/eleventyGitHub | 19.7k ★ | open | |
| 148 | etcd-io/etcdGitHub | 51.9k ★ | open | |
| 149 | TanStack/queryGitHub | 49.8k ★ | open | |
| 150 | medusajs/medusaGitHub | 34.6k ★ | open | |
| 151 | starship/starshipGitHub | 58.4k ★ | open | |
| 152 | Alamofire/AlamofireGitHub | 42.4k ★ | open | |
| 153 | python-poetry/poetryGitHub | 34.3k ★ | open | |
| 154 | explosion/spaCyGitHub | 33.7k ★ | open | |
| 155 | apache/paimonGitHub | 3.3k ★ | open | |
| 156 | vercel/next.jsGitHub | 140.2k ★ | open | |
| 157 | tauri-apps/tauriGitHub | 108.2k ★ | open | |
| 158 | influxdata/influxdbGitHub | 31.6k ★ | open | |
| 159 | django/djangoGitHub | 88k ★ | open | |
| 160 | rails/railsGitHub | 58.7k ★ | open |
Tracking 284 repos · last updated