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 5 of 13 for Overall
RankRepoScore
129pmndrs/zustandGitHub
75.9
130guzzle/guzzleGitHub
75.9
131yugabyte/yugabyte-dbGitHub
75.8
132ml-explore/mlxGitHub
75.7
133ReactiveX/RxJavaGitHub
75.6
134ReactiveX/RxSwiftGitHub
75.6
135zio/zioGitHub
75.6
136cloudflare/vinextGitHub
75.5
137ocaml/duneGitHub
75.5
138simstudioai/simGitHub
75.4
139Kludex/starletteGitHub
75.2
140TheOrcDev/8bitcn-uiGitHub
75.2
141logseq/logseqGitHub
75.1
142huggingface/diffusersGitHub
75.1
143MaterializeInc/materializeGitHub
75.1
144scala/scala3GitHub
75.1
145minio/minioGitHub
75.0
146open-webui/open-webuiGitHub
74.6
147nestjs/nestGitHub
74.6
148continuedev/continueGitHub
74.6
149junegunn/fzfGitHub
74.5
150python-poetry/poetryGitHub
74.3
151h4ckf0r0day/obscuraGitHub
74.3
152privy-io/go-sdkGitHub
74.3
153jestjs/jestGitHub
74.2
154eslint/eslintGitHub
74.2
155ktorio/ktorGitHub
74.0
156vercel-labs/deepsecGitHub
73.9
157detekt/detektGitHub
73.9
158PowerShell/PowerShellGitHub
73.7
159huggingface/datasetsGitHub
73.7
160run-llama/llama_indexGitHub
73.6

Tracking 401 repos · last updated