Agent Friendly Code

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.
Leaderboard — page 6 of 12 for Claude Code
RankRepoStarsScoreExternal link
161continuedev/continueGitHub35.8k ★
74.9
open
162TanStack/aiGitHub3.1k ★
74.9
open
163PowerShell/PowerShellGitHub55.3k ★
74.7
open
164AutoMQ/automqGitHub10.6k ★
74.7
open
165pola-rs/polarsGitHub39.7k ★
74.3
open
166prisma/prismaGitHub47.6k ★
74.2
open
167trpc/trpcGitHub40.6k ★
74.2
open
168preactjs/preactGitHub38.9k ★
74.2
open
169vercel/swrGitHub32.5k ★
74.2
open
170statelyai/xstateGitHub30.1k ★
74.2
open
171Uniswap/interfaceGitHub5.5k ★
74.2
open
172rustdesk/rustdeskGitHub122.8k ★
74.1
open
173supabase/supabaseGitHub108.9k ★
74.1
open
174gin-gonic/ginGitHub89.2k ★
74.1
open
175ggml-org/whisper.cppGitHub53.5k ★
74.1
open
176run-llama/llama_indexGitHub52k ★
74.1
open
177spf13/cobraGitHub44.6k ★
74.1
open
178sharkdp/fdGitHub44.3k ★
74.1
open
179uber-go/zapGitHub24.6k ★
74.1
open
180Comfy-Org/ComfyUIGitHub131.8k ★
73.7
open
181rust-lang/rustGitHub117.5k ★
73.7
open
182python-poetry/poetryGitHub34.3k ★
73.7
open
183medusajs/medusaGitHub36.2k ★
72.9
open
184solidjs/solidGitHub36k ★
72.9
open
185refinedev/refineGitHub35.6k ★
72.9
open
186honojs/honoGitHub32.1k ★
72.9
open
187lit/litGitHub21.8k ★
72.9
open
188sharkdp/batGitHub60.4k ★
72.8
open
189nlohmann/jsonGitHub50.6k ★
72.8
open
190SigNoz/signozGitHub32k ★
72.8
open
191unclecode/crawl4aiGitHub81.8k ★
72.4
open
192etcd-io/etcdGitHub52.2k ★
72.4
open

Tracking 371 repos · last updated