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.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 9 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
257git/gitGitHub62.8k ★
62.2
open
258livebook-dev/livebookGitHub5.9k ★
62.1
open
259fmtlib/fmtGitHub23.8k ★
62.0
open
260sidekiq/sidekiqGitHub13.6k ★
62.0
open
261immich-app/immichGitHub112.4k ★
61.9
open
262numpy/numpyGitHub32.6k ★
61.9
open
263sindresorhus/kyGitHub17k ★
61.9
open
264alacritty/alacrittyGitHub65.5k ★
61.8
open
265llvm/llvm-projectGitHub39.9k ★
61.8
open
266dagger/daggerGitHub16.2k ★
61.8
open
267charmbracelet/bubbleteaGitHub44.5k ★
61.7
open
268pointfreeco/swift-composable-architectureGitHub14.9k ★
61.5
open
269snakeyaml/snakeyamlBitbucket—
61.5
open
270supabase/supabaseGitHub108.3k ★
61.4
open
271openai/whisperGitHub107.8k ★
61.4
open
272date-fns/date-fnsGitHub36.6k ★
61.4
open
273trinodb/trinoGitHub13.2k ★
61.3
open
274vitejs/viteGitHub82.5k ★
61.0
open
275facebookresearch/faissGitHub40.8k ★
60.7
open
276composer/composerGitHub29.5k ★
60.7
open
277laravel/aiGitHub1.1k ★
60.7
open
278veloren/velorenGitLab2.4k ★
60.3
open
279apache/rocketmqGitHub22.6k ★
60.2
open
280microsoft/TypeScriptGitHub110.6k ★
60.0
open
281jellyfin/jellyfinGitHub56.1k ★
59.6
open
282dotnet/aspnetcoreGitHub38.4k ★
59.5
open
283crystal-lang/crystalGitHub20.4k ★
59.2
open
284mkdocs/mkdocsGitHub22.4k ★
58.9
open
285timescale/timescaledbGitHub23.4k ★
58.8
open
286dotnet/runtimeGitHub18.2k ★
58.5
open
287redpanda-data/redpandaGitHub12.5k ★
58.4
open
288square/okhttpGitHub47k ★
58.1
open

Tracking 353 repos · last updated