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.
Kimi CLI — Reads AGENTS.md as its native instruction surface (root or `.kimi-code/AGENTS.md`) per Moonshot's Kimi Code docs, and `/init` generates one — the strictest AGENTS.md-only adherent here, with no CLAUDE.md fallback. Runs shell commands step-by-step under an approval gate rather than a sandbox VM, and dispatches `explore` sub-agents with isolated contexts to map a codebase, so a large tree costs it less than a single-context agent.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 257 | charmbracelet/bubbleteaGitHub | 43.9k ★ | open | |
| 258 | facebookresearch/faissGitHub | 40.6k ★ | open | |
| 259 | composer/composerGitHub | 29.5k ★ | open | |
| 260 | apache/rocketmqGitHub | 22.5k ★ | open | |
| 261 | laravel/aiGitHub | 1.1k ★ | open | |
| 262 | dotnet/aspnetcoreGitHub | 38.2k ★ | open | |
| 263 | alacritty/alacrittyGitHub | 65k ★ | open | |
| 264 | jellyfin/jellyfinGitHub | 54.6k ★ | open | |
| 265 | championswimmer/TwoFacGitHub | 122 ★ | open | |
| 266 | microsoft/presidioGitHub | 10.1k ★ | open | |
| 267 | obsproject/obs-studioGitHub | 74.1k ★ | open | |
| 268 | timescale/timescaledbGitHub | 23.2k ★ | open | |
| 269 | apache/hudiGitHub | 6.2k ★ | open | |
| 270 | TheOrcDev/8bitcn-uiGitHub | 2k ★ | open | |
| 271 | tokio-rs/axumGitHub | 26.6k ★ | open | |
| 272 | stretchr/testifyGitHub | 26.1k ★ | open | |
| 273 | langchain-ai/langchainGitHub | 142.4k ★ | open | |
| 274 | square/okhttpGitHub | 47k ★ | open | |
| 275 | llvm/llvm-projectGitHub | 39.4k ★ | open | |
| 276 | apache/dorisGitHub | 15.7k ★ | open | |
| 277 | mkdocs/mkdocsGitHub | 22.3k ★ | open | |
| 278 | curl/curlGitHub | 42.4k ★ | open | |
| 279 | ruby/rubyGitHub | 23.7k ★ | open | |
| 280 | wireshark/wiresharkGitLab | 1.6k ★ | open | |
| 281 | tokio-rs/tokioGitHub | 32.6k ★ | open | |
| 282 | Significant-Gravitas/AutoGPTGitHub | 185.6k ★ | open | |
| 283 | AUTOMATIC1111/stable-diffusion-webuiGitHub | 164.2k ★ | open | |
| 284 | python/cpythonGitHub | 73.9k ★ | open | |
| 285 | apache/arrowGitHub | 16.9k ★ | open | |
| 286 | google-deepmind/mujocoGitHub | 14.3k ★ | open | |
| 287 | sidekiq/sidekiqGitHub | 13.6k ★ | open | |
| 288 | elixir-ecto/ectoGitHub | 6.5k ★ | open |
Tracking 332 repos · last updated