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.

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 5 of 11 for Claude Code
RankRepoStarsScoreExternal link
129supermemoryai/supermemoryGitHub28.6k ★
76.8
open
130nuxt/nuxtGitHub60.7k ★
76.7
open
131ReactiveX/RxJavaGitHub48.2k ★
76.7
open
132nodejs/nodeGitHub118.3k ★
76.3
open
133junegunn/fzfGitHub81.9k ★
76.3
open
134minio/minioGitHub61.4k ★
76.3
open
135jestjs/jestGitHub45.5k ★
76.2
open
136gohugoio/hugoGitHub89.1k ★
76.1
open
137pandas-dev/pandasGitHub49.3k ★
75.7
open
138microsoft/vscodeGitHub187.8k ★
75.4
open
139huggingface/datasetsGitHub21.8k ★
75.4
open
140krakenfx/kraken-cliGitHub674 ★
75.0
open
141continuedev/continueGitHub35.1k ★
74.9
open
142TanStack/aiGitHub2.9k ★
74.9
open
143PowerShell/PowerShellGitHub54.5k ★
74.7
open
144AutoMQ/automqGitHub10.3k ★
74.7
open
145pola-rs/polarsGitHub39.1k ★
74.3
open
146trpc/trpcGitHub40.5k ★
74.2
open
147preactjs/preactGitHub38.8k ★
74.2
open
148vercel/swrGitHub32.4k ★
74.2
open
149Uniswap/interfaceGitHub5.5k ★
74.2
open
150rustdesk/rustdeskGitHub118.7k ★
74.1
open
151gin-gonic/ginGitHub88.9k ★
74.1
open
152ggml-org/whisper.cppGitHub52.2k ★
74.1
open
153run-llama/llama_indexGitHub51k ★
74.1
open
154spf13/cobraGitHub44.3k ★
74.1
open
155uber-go/zapGitHub24.6k ★
74.1
open
156Comfy-Org/ComfyUIGitHub122k ★
73.7
open
157sharkdp/fdGitHub43.9k ★
73.4
open
158chenglou/pretextGitHub49.3k ★
72.9
open
159solidjs/solidGitHub35.8k ★
72.9
open
160refinedev/refineGitHub35.4k ★
72.9
open

Tracking 332 repos · last updated