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 9 of 13 for Overall
RankRepoScore
257go-gorm/gormGitHub
65.2
258swiftlang/swift-formatGitHub
65.2
259symfony/aiGitHub
65.2
260libeigen/eigenGitLab
65.0
261Anuken/MindustryGitHub
64.8
262remix-run/react-routerGitHub
64.7
263apache/beamGitHub
64.7
264questdb/questdbGitHub
64.6
265shadcn-ui/uiGitHub
64.5
266go-chi/chiGitHub
64.5
267Kotlin/kotlinx.coroutinesGitHub
64.2
268quarkusio/quarkusGitHub
64.0
269google-deepmind/mujocoGitHub
64.0
270protocolbuffers/protobufGitHub
63.7
271elixir-lang/elixirGitHub
63.7
272bevyengine/bevyGitHub
63.5
273rust-lang/cargoGitHub
63.5
274StarRocks/starrocksGitHub
63.4
275penpot/penpotGitHub
63.3
276kicad/code/kicadGitLab
63.3
277python/cpythonGitHub
63.2
278elastic/elasticsearchGitHub
63.1
279millionco/react-doctorGitHub
63.1
280debezium/debeziumGitHub
63.1
281apache/icebergGitHub
63.1
282haskell/cabalGitHub
62.9
283openai/codexGitHub
62.8
284zigtools/zlsGitHub
62.8
285cockroachdb/cockroachGitHub
62.7
286tailwindlabs/tailwindcssGitHub
62.3
287hashicorp/terraformGitHub
62.3
288drizzle-team/drizzle-ormGitHub
62.3

Tracking 401 repos · last updated