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
Gemini CLI — Reads hierarchical `GEMINI.md` (global → workspace → component-level) at every prompt per Gemini CLI's docs. The long-context advantage favors repos that split context per directory rather than docs-heavy in general.
Leaderboard — page 4 of 6 for Gemini CLI
RankRepoStarsScoreExternal link
97github/spec-kitGitHub91.6k ★
63.5
open
98appwrite/appwriteGitHub55.9k ★
63.1
open
99huggingface/diffusersGitHub33.5k ★
63.1
open
100fastify/fastifyGitHub36.1k ★
62.7
open
101ghostfolio/ghostfolioGitHub8.3k ★
62.4
open
102hashicorp/terraformGitHub48.3k ★
62.3
open
103supabase/supabaseGitHub101.6k ★
62.2
open
104warpdotdev/warpGitHub34.4k ★
61.9
open
105facebook/reactGitHub244.8k ★
61.5
open
106ClickHouse/ClickHouseGitHub47.1k ★
61.4
open
107tailwindlabs/tailwindcssGitHub94.8k ★
60.8
open
108drizzle-team/drizzle-ormGitHub34.1k ★
60.8
open
109cloudflare/aiGitHub1k ★
60.8
open
110sindresorhus/kyGitHub16.8k ★
60.5
open
111openai/codexGitHub78.7k ★
60.0
open
112eslint/eslintGitHub27.2k ★
59.9
open
113storybookjs/storybookGitHub89.8k ★
59.7
open
114vercel/aiGitHub23.9k ★
59.7
open
115remix-run/react-routerGitHub56.4k ★
59.3
open
116TheOrcDev/8bitcn-uiGitHub1.8k ★
59.3
open
117numpy/numpyGitHub31.9k ★
57.6
open
118openai/whisperGitHub98.6k ★
57.4
open
119tokio-rs/axumGitHub25.8k ★
57.2
open
120kubernetes/kubernetesGitHub122k ★
56.8
open
121vitejs/viteGitHub80.3k ★
56.8
open
122starship/starshipGitHub57k ★
56.8
open
123tokio-rs/tokioGitHub31.8k ★
56.0
open
124different-ai/openworkGitHub14.5k ★
54.0
open
125AUTOMATIC1111/stable-diffusion-webuiGitHub162.7k ★
53.4
open
126django/djangoGitHub87.4k ★
53.4
open
127ghostty-org/ghosttyGitHub52k ★
52.3
open
128ray-project/rayGitHub42.4k ★
50.3
open

Tracking 163 repos · last updated