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 11 of 13 for Overall
RankRepoScore
321dotnet/runtimeGitHub
58.5
322redpanda-data/redpandaGitHub
58.4
323lysine-dev/okhttpGitHub
58.1
324apache/hudiGitHub
58.1
325graphviz/graphvizGitLab
58.1
326tokio-rs/axumGitHub
58.0
327stretchr/testifyGitHub
58.0
328championswimmer/TwoFacGitHub
57.5
329ash-project/ashGitHub
57.1
330obsproject/obs-studioGitHub
56.9
331dart-lang/sdkGitHub
56.9
332serverpod/serverpodGitHub
56.9
333AUTOMATIC1111/stable-diffusion-webuiGitHub
56.8
334elixir-ecto/ectoGitHub
56.8
335flutter/aiGitHub
56.8
336tokio-rs/tokioGitHub
56.7
337mockk/mockkGitHub
56.5
338curl/curlGitHub
56.4
339laravel/frameworkGitHub
56.4
340ruby/rubyGitHub
56.4
341gleam-lang/gleamGitHub
56.4
342koalaman/shellcheckGitHub
56.3
343hadolint/hadolintGitHub
56.3
344numpy/numpyGitHub
55.4
345flutter/samplesGitHub
55.4
346rrousselGit/riverpodGitHub
55.4
347lysine-dev/retrofitGitHub
55.3
348apache/arrowGitHub
55.3
349flutter/flutterGitHub
53.5
350expressjs/expressGitHub
53.5
351laravel/laravelGitHub
53.4
352google/guavaGitHub
53.4

Tracking 401 repos · last updated