Agent Friendly Code

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 8 of 13 for Overall
RankRepoScore
225ggml-org/whisper.cppGitHub
68.2
226rails/railsGitHub
68.0
227JuliaLang/juliaGitHub
68.0
228roc-lang/rocGitHub
68.0
229lightpanda-io/browserGitHub
67.9
230coollabsio/coolifyGitHub
67.6
231jgm/pandocGitHub
67.6
232fastify/fastifyGitHub
67.6
233phoenixframework/phoenixGitHub
67.6
234simplex-chat/simplex-chatGitHub
67.6
235rust-lang/rustlingsGitHub
67.5
236ghostfolio/ghostfolioGitHub
67.3
237fastapi/fastapiGitHub
67.2
238nikic/PHP-ParserGitHub
67.2
239apache/seatunnelGitHub
67.2
240babashka/babashkaGitHub
67.2
241clj-kondo/clj-kondoGitHub
67.2
242filamentphp/filamentGitHub
67.1
243react/reactGitHub
66.9
244vercel/aiGitHub
66.8
245pocketbase/pocketbaseGitHub
66.7
246ClickHouse/ClickHouseGitHub
66.7
247purescript/purescriptGitHub
66.7
248wireshark/wiresharkGitLab
66.7
249ocaml/opamGitHub
66.7
250localsend/localsendGitHub
66.5
251storybookjs/storybookGitHub
66.5
252makeplane/planeGitHub
66.1
253Aider-AI/aiderGitHub
66.0
254kubernetes/kubernetesGitHub
65.7
255nocodb/nocodbGitHub
65.6
256vitest-dev/vitestGitHub
65.3

Tracking 401 repos · last updated