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
Devin — Operates from a sandboxed Ubuntu VM and runs an 8-step machine setup (deps, secrets, language versions, lint/test commands) per Cognition's repo-setup docs. CI config files alone aren't what the docs ask for — a runnable dev environment is.
Leaderboard — page 4 of 6 for Devin
RankRepoStarsScoreExternal link
97storybookjs/storybookGitHub89.8k ★
72.1
open
98hashicorp/terraformGitHub48.3k ★
71.8
open
99chenglou/pretextGitHub45.6k ★
71.8
open
100DefiLlama/defillama-appGitHub290 ★
71.6
open
101supabase/supabaseGitHub101.6k ★
71.0
open
102facebook/reactGitHub244.8k ★
70.5
open
103eslint/eslintGitHub27.2k ★
70.1
open
104rust-lang/rustlingsGitHub62.6k ★
70.0
open
105shadcn-ui/uiGitHub113.2k ★
69.6
open
106vercel/aiGitHub23.9k ★
69.5
open
107tailwindlabs/tailwindcssGitHub94.8k ★
69.0
open
108drizzle-team/drizzle-ormGitHub34.1k ★
69.0
open
109cloudflare/aiGitHub1k ★
69.0
open
110remix-run/react-routerGitHub56.4k ★
68.6
open
111numpy/numpyGitHub31.9k ★
67.9
open
112ClickHouse/ClickHouseGitHub47.1k ★
67.8
open
113pytest-dev/pytestGitHub13.8k ★
67.7
open
114sindresorhus/kyGitHub16.8k ★
67.5
open
115vitejs/viteGitHub80.3k ★
66.6
open
116BurntSushi/ripgrepGitHub63.1k ★
66.2
open
117TheOrcDev/8bitcn-uiGitHub1.8k ★
66.0
open
118openai/whisperGitHub98.6k ★
65.5
open
119warpdotdev/warpGitHub34.4k ★
64.9
open
120kubernetes/kubernetesGitHub122k ★
63.9
open
121different-ai/openworkGitHub14.5k ★
63.8
open
122tokio-rs/axumGitHub25.8k ★
62.7
open
123ghostty-org/ghosttyGitHub52k ★
62.6
open
124tokio-rs/tokioGitHub31.8k ★
61.2
open
125neovim/neovimGitHub99.2k ★
61.0
open
126expressjs/expressGitHub69k ★
61.0
open
127django/djangoGitHub87.4k ★
60.0
open
128AUTOMATIC1111/stable-diffusion-webuiGitHub162.7k ★
59.7
open

Tracking 163 repos · last updated