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.

Repo not on the board? Score any public GitHub repo live from its current commit.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 7 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
193unclecode/crawl4aiGitHub81.8k ★
70.1
open
194tqdm/tqdmGitHub31.3k ★
70.1
open
195rustdesk/rustdeskGitHub122.8k ★
70.0
open
196JuliaLang/juliaGitHub49.1k ★
70.0
open
197Uniswap/interfaceGitHub5.5k ★
69.9
open
198etcd-io/etcdGitHub52.2k ★
69.5
open
19911ty/eleventyGitHub19.9k ★
69.5
open
200AutoMQ/automqGitHub10.6k ★
69.4
open
201supabase/supabaseGitHub108.9k ★
69.2
open
202starship/starshipGitHub59.8k ★
69.1
open
203Alamofire/AlamofireGitHub42.4k ★
69.1
open
204apple/swift-nioGitHub8.5k ★
69.1
open
205explosion/spaCyGitHub33.9k ★
69.0
open
206medusajs/medusaGitHub36.2k ★
68.9
open
207django/djangoGitHub90k ★
68.6
open
208prisma/prismaGitHub47.6k ★
68.6
open
209api-platform/coreGitHub2.6k ★
68.6
open
210tauri-apps/tauriGitHub110.9k ★
68.5
open
211influxdata/influxdbGitHub31.7k ★
68.5
open
212oban-bg/obanGitHub4k ★
68.5
open
213apache/paimonGitHub3.4k ★
68.4
open
214clap-rs/clapGitHub16.7k ★
68.3
open
215ggml-org/whisper.cppGitHub53.5k ★
68.2
open
216rails/railsGitHub58.8k ★
68.0
open
217shadcn-ui/uiGitHub123.2k ★
67.8
open
218coollabsio/coolifyGitHub61.5k ★
67.6
open
219jgm/pandocGitHub46.2k ★
67.6
open
220fastify/fastifyGitHub37.1k ★
67.6
open
221phoenixframework/phoenixGitHub23.1k ★
67.6
open
222rust-lang/rustlingsGitHub64.1k ★
67.5
open
223expo/expoGitHub52.1k ★
67.4
open
224ghostfolio/ghostfolioGitHub9.2k ★
67.3
open

Tracking 371 repos · last updated