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.

Devin — Operates from a sandboxed Ubuntu VM and runs an 8-step machine setup (deps, secrets, language versions, lint/test commands) per Cognition's repo-setup docs. CI config files alone aren't what the docs ask for — a runnable dev environment is.
Leaderboard — page 9 of 12 for Devin
RankRepoStarsScoreExternal link
257ClickHouse/ClickHouseGitHub49.7k ★
67.8
open
258sindresorhus/kyGitHub17.1k ★
67.5
open
259debezium/debeziumGitHub13.1k ★
67.5
open
260pointfreeco/swift-composable-architectureGitHub14.9k ★
67.3
open
261livebook-dev/livebookGitHub5.9k ★
67.3
open
262snakeyaml/snakeyamlBitbucket—
67.3
open
263vitejs/viteGitHub82.7k ★
66.6
open
264python/cpythonGitHub76k ★
66.6
open
265questdb/questdbGitHub17.3k ★
66.6
open
266apache/paimonGitHub3.4k ★
66.6
open
267symfony/aiGitHub1.2k ★
66.6
open
268libeigen/eigenGitLab1.2k ★
66.5
open
269elixir-lang/elixirGitHub26.6k ★
66.4
open
270alacritty/alacrittyGitHub65.6k ★
66.2
open
271git/gitGitHub63k ★
66.2
open
272go-gorm/gormGitHub39.9k ★
66.2
open
273fmtlib/fmtGitHub25.6k ★
66.2
open
274sidekiq/sidekiqGitHub13.6k ★
66.2
open
275square/okhttpGitHub47.1k ★
66.0
open
276date-fns/date-fnsGitHub36.6k ★
66.0
open
277microsoft/TypeScriptGitHub110.9k ★
65.6
open
278dotnet/aspnetcoreGitHub38.4k ★
65.6
open
279millionco/react-doctorGitHub14.7k ★
65.6
open
280openai/whisperGitHub108.6k ★
65.5
open
281protocolbuffers/protobufGitHub72k ★
65.3
open
282fastlane/fastlaneGitHub42.1k ★
65.3
open
283trinodb/trinoGitHub13.2k ★
65.2
open
284StarRocks/starrocksGitHub12.1k ★
65.2
open
285jellyfin/jellyfinGitHub56.6k ★
64.9
open
286bevyengine/bevyGitHub48.1k ★
64.9
open
287curl/curlGitHub42.8k ★
64.9
open
288rust-lang/cargoGitHub15.5k ★
64.9
open

Tracking 371 repos · last updated