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 9 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
257bevyengine/bevyGitHub48.1k ★
63.5
open
258rust-lang/cargoGitHub15.5k ★
63.5
open
259StarRocks/starrocksGitHub12.1k ★
63.4
open
260python/cpythonGitHub76k ★
63.2
open
261elastic/elasticsearchGitHub77.9k ★
63.1
open
262millionco/react-doctorGitHub14.7k ★
63.1
open
263debezium/debeziumGitHub13.1k ★
63.1
open
264haskell/cabalGitHub1.7k ★
62.9
open
265different-ai/openworkGitHub23.4k ★
62.8
open
266cockroachdb/cockroachGitHub32.4k ★
62.7
open
267apache/druidGitHub14.1k ★
62.7
open
268tailwindlabs/tailwindcssGitHub97.5k ★
62.3
open
269hashicorp/terraformGitHub49.6k ★
62.3
open
270drizzle-team/drizzle-ormGitHub35.7k ★
62.3
open
271git/gitGitHub63k ★
62.2
open
272livebook-dev/livebookGitHub5.9k ★
62.1
open
273fmtlib/fmtGitHub25.6k ★
62.0
open
274sidekiq/sidekiqGitHub13.6k ★
62.0
open
275immich-app/immichGitHub113.5k ★
61.9
open
276numpy/numpyGitHub32.7k ★
61.9
open
277sindresorhus/kyGitHub17.1k ★
61.9
open
278alacritty/alacrittyGitHub65.6k ★
61.8
open
279llvm/llvm-projectGitHub40.2k ★
61.8
open
280dagger/daggerGitHub16.2k ★
61.8
open
281charmbracelet/bubbleteaGitHub44.8k ★
61.7
open
282pointfreeco/swift-composable-architectureGitHub14.9k ★
61.5
open
283snakeyaml/snakeyamlBitbucket—
61.5
open
284openai/whisperGitHub108.6k ★
61.4
open
285date-fns/date-fnsGitHub36.6k ★
61.4
open
286trinodb/trinoGitHub13.2k ★
61.3
open
287vitejs/viteGitHub82.7k ★
61.0
open
288facebookresearch/faissGitHub40.9k ★
60.7
open

Tracking 371 repos · last updated