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.

Live on Peerlist Launchpad
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 4 of 6 for Claude Code
RankRepoStarsScoreExternal link
97vercel/aiGitHub23.9k ★
68.9
open
98tauri-apps/tauriGitHub106k ★
68.8
open
99ghostfolio/ghostfolioGitHub8.3k ★
68.8
open
100junegunn/fzfGitHub79.9k ★
68.4
open
101remix-run/react-routerGitHub56.4k ★
67.6
open
102shadcn-ui/uiGitHub113.2k ★
67.5
open
103supabase/supabaseGitHub101.6k ★
67.1
open
104helix-editor/helixGitHub44.2k ★
67.1
open
105nocodb/nocodbGitHub62.9k ★
67.0
open
106rust-lang/rustlingsGitHub62.6k ★
67.0
open
107hashicorp/terraformGitHub48.3k ★
66.4
open
108TheOrcDev/8bitcn-uiGitHub1.8k ★
66.3
open
109eslint/eslintGitHub27.2k ★
65.7
open
110BurntSushi/ripgrepGitHub63.1k ★
64.5
open
111ghostty-org/ghosttyGitHub52k ★
64.5
open
112pytest-dev/pytestGitHub13.8k ★
64.5
open
113tailwindlabs/tailwindcssGitHub94.8k ★
63.7
open
114drizzle-team/drizzle-ormGitHub34.1k ★
63.7
open
115sindresorhus/kyGitHub16.8k ★
63.7
open
116different-ai/openworkGitHub14.5k ★
63.7
open
117cloudflare/aiGitHub1k ★
63.7
open
118numpy/numpyGitHub31.9k ★
62.9
open
119warpdotdev/warpGitHub34.4k ★
62.5
open
120kubernetes/kubernetesGitHub122k ★
61.8
open
121vitejs/viteGitHub80.3k ★
61.7
open
122openai/whisperGitHub98.6k ★
61.2
open
123neovim/neovimGitHub99.2k ★
59.9
open
124langchain-ai/langchainGitHub135.3k ★
58.9
open
125vapor/vaporGitHub26k ★
57.9
open
126tokio-rs/axumGitHub25.8k ★
57.9
open
127AUTOMATIC1111/stable-diffusion-webuiGitHub162.7k ★
56.6
open
128django/djangoGitHub87.4k ★
56.6
open

Tracking 163 repos · last updated