Which public repos are easiest for AI coding agents to work in?

Repos from GitHub, GitLab and Bitbucket, scored on what each agent looks for, then ranked.

Is your repo ready for AI agents? Paste a GitHub URL.

Or check an npm / PyPI / Cargo package, run the agent skill locally, add the GitHub Action to score every pull request, or read AGENTS.md examples from popular repos.

Overall — the average of every agent's score.
Leaderboard — page 10 of 13 for Overall
RankRepoScore
289honojs/honoGitHub
62.3
290git/gitGitHub
62.2
291square/leakcanaryGitHub
62.2
292livebook-dev/livebookGitHub
62.1
293fmtlib/fmtGitHub
62.0
294sidekiq/sidekiqGitHub
62.0
295immich-app/immichGitHub
61.9
296alacritty/alacrittyGitHub
61.8
297llvm/llvm-projectGitHub
61.8
298dagger/daggerGitHub
61.8
299charmbracelet/bubbleteaGitHub
61.7
300pointfreeco/swift-composable-architectureGitHub
61.5
301snakeyaml/snakeyamlBitbucket
61.5
302openai/whisperGitHub
61.4
303spring-projects/spring-frameworkGitHub
61.3
304trinodb/trinoGitHub
61.3
305different-ai/openworkGitHub
60.9
306JetBrains/ExposedGitHub
60.8
307facebookresearch/faissGitHub
60.7
308composer/composerGitHub
60.7
309laravel/aiGitHub
60.7
310veloren/velorenGitLab
60.3
311apache/rocketmqGitHub
60.2
312microsoft/TypeScriptGitHub
60.0
313coil-kt/coilGitHub
59.9
314jellyfin/jellyfinGitHub
59.6
315dotnet/aspnetcoreGitHub
59.5
316date-fns/date-fnsGitHub
59.5
317crystal-lang/crystalGitHub
59.2
318mkdocs/mkdocsGitHub
58.9
319facebook/inferGitHub
58.9
320timescale/timescaledbGitHub
58.8

Tracking 401 repos · last updated