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.
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 |
|---|---|---|---|---|
| 161 | Uniswap/interfaceGitHub | 5.5k ★ | open | |
| 162 | Comfy-Org/ComfyUIGitHub | 131.7k ★ | open | |
| 163 | JuliaLang/juliaGitHub | 49.1k ★ | open | |
| 164 | python-poetry/poetryGitHub | 34.3k ★ | open | |
| 165 | supabase/supabaseGitHub | 108.9k ★ | open | |
| 166 | junegunn/fzfGitHub | 82.8k ★ | open | |
| 167 | run-llama/llama_indexGitHub | 52k ★ | open | |
| 168 | prisma/prismaGitHub | 47.6k ★ | open | |
| 169 | PowerShell/PowerShellGitHub | 55.3k ★ | open | |
| 170 | huggingface/datasetsGitHub | 21.9k ★ | open | |
| 171 | AutoMQ/automqGitHub | 10.6k ★ | open | |
| 172 | trpc/trpcGitHub | 40.6k ★ | open | |
| 173 | statelyai/xstateGitHub | 30.1k ★ | open | |
| 174 | rustdesk/rustdeskGitHub | 122.7k ★ | open | |
| 175 | lit/litGitHub | 21.8k ★ | open | |
| 176 | pola-rs/polarsGitHub | 39.7k ★ | open | |
| 177 | medusajs/medusaGitHub | 36.2k ★ | open | |
| 178 | refinedev/refineGitHub | 35.6k ★ | open | |
| 179 | gin-gonic/ginGitHub | 89.2k ★ | open | |
| 180 | spf13/cobraGitHub | 44.6k ★ | open | |
| 181 | preactjs/preactGitHub | 38.9k ★ | open | |
| 182 | vercel/swrGitHub | 32.5k ★ | open | |
| 183 | uber-go/zapGitHub | 24.6k ★ | open | |
| 184 | ggml-org/whisper.cppGitHub | 53.5k ★ | open | |
| 185 | api-platform/coreGitHub | 2.6k ★ | open | |
| 186 | sharkdp/fdGitHub | 44.3k ★ | open | |
| 187 | kubernetes/kubernetesGitHub | 126.4k ★ | open | |
| 188 | SigNoz/signozGitHub | 32k ★ | open | |
| 189 | solidjs/solidGitHub | 36k ★ | open | |
| 190 | honojs/honoGitHub | 32.1k ★ | open | |
| 191 | vercel/aiGitHub | 26.6k ★ | open | |
| 192 | apache/paimonGitHub | 3.4k ★ | open |
Tracking 371 repos · last updated