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 6 of 11 for Claude Code
RankRepoStarsScoreExternal link
161medusajs/medusaGitHub35.3k ★
72.9
open
162honojs/honoGitHub31.5k ★
72.9
open
163lit/litGitHub21.7k ★
72.9
open
164vercel/next.jsGitHub141.1k ★
72.8
open
165sharkdp/batGitHub59.9k ★
72.8
open
166nlohmann/jsonGitHub50.2k ★
72.8
open
167SigNoz/signozGitHub31.6k ★
72.8
open
168delta-io/deltaGitHub8.9k ★
72.8
open
169unclecode/crawl4aiGitHub74.7k ★
72.4
open
170etcd-io/etcdGitHub52k ★
72.4
open
171hashicorp/vaultGitHub36k ★
72.4
open
172coollabsio/coolifyGitHub59.4k ★
72.1
open
173rails/railsGitHub58.6k ★
72.1
open
174prettier/prettierGitHub52.1k ★
71.6
open
175filamentphp/filamentGitHub31.6k ★
71.6
open
176kubernetes/kubernetesGitHub123.9k ★
71.4
open
177makeplane/planeGitHub54.9k ★
71.4
open
178tqdm/tqdmGitHub31.2k ★
71.4
open
179apache/seatunnelGitHub9.5k ★
70.8
open
180DefiLlama/defillama-appGitHub292 ★
70.8
open
181apache/paimonGitHub3.3k ★
70.4
open
182facebook/reactGitHub246.7k ★
70.3
open
183storybookjs/storybookGitHub90.6k ★
70.3
open
18411ty/eleventyGitHub19.8k ★
70.3
open
185django/djangoGitHub88.2k ★
70.1
open
186explosion/spaCyGitHub33.8k ★
70.1
open
187h4ckf0r0day/obscuraGitHub19.6k ★
70.1
open
188clap-rs/clapGitHub16.6k ★
70.1
open
189godotengine/godotGitHub114.5k ★
69.7
open
190BurntSushi/ripgrepGitHub66.5k ★
69.7
open
191ClickHouse/ClickHouseGitHub48.8k ★
69.7
open
192vapor/vaporGitHub26.2k ★
69.7
open

Tracking 332 repos · last updated