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.
Claude Code — Loads CLAUDE.md at the start of every conversation per Anthropic's memory docs, so AGENTS.md / CLAUDE.md and a fast test loop carry the most weight.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 353 | serde-rs/serdeGitHub | 10.8k ★ | open | |
| 354 | ocaml/ocamlGitHub | 6.6k ★ | open | |
| 355 | karpathy/llm.cGitHub | 30.9k ★ | open | |
| 356 | AvaloniaUI/AvaloniaGitHub | 31.5k ★ | open | |
| 357 | symfony/symfonyGitHub | 31.1k ★ | open | |
| 358 | dotnet/mauiGitHub | 23.3k ★ | open | |
| 359 | apache/cassandraGitHub | 10.1k ★ | open | |
| 360 | inkscape/inkscapeGitLab | 4k ★ | open | |
| 361 | karpathy/nanochatGitHub | 57.8k ★ | open | |
| 362 | nim-lang/NimGitHub | 18.2k ★ | open | |
| 363 | stripe/aiGitHub | 1.8k ★ | open | |
| 364 | ziglang/zigGitHub | 43.3k ★ | open | |
| 365 | anthropics/claude-codeGitHub | 144.2k ★ | open | |
| 366 | golang/goGitHub | 137.6k ★ | open | |
| 367 | farzaa/clickyGitHub | 7.5k ★ | open | |
| 368 | microsoft/AIGitHub | 2.8k ★ | open | |
| 369 | multicoreware/x265_gitBitbucket | — | open | |
| 370 | ocornut/imguiGitHub | 76.1k ★ | open | |
| 371 | karpathy/nanoGPTGitHub | 62.9k ★ | open |
Tracking 371 repos · last updated