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 2 of 13 for Overall
RankRepoScore
33wagtail/wagtailGitHub
86.2
34strapi/strapiGitHub
85.9
35webpack/webpackGitHubBadge
85.9
36rollup/rollupGitHub
85.9
37vapor/vaporGitHub
85.4
38forem/foremGitHub
85.1
39BerriAI/litellmGitHub
85.0
40psf/requestsGitHub
84.9
41psf/blackGitHub
84.9
42prometheus/prometheusGitHub
84.7
43PostHog/posthogGitHub
84.7
44delta-io/deltaGitHub
84.7
45gitlab-org/gitlab-runnerGitLab
84.7
46nodejs/nodeGitHub
84.4
47denoland/denoGitHub
84.4
48pytorch/pytorchGitHub
84.4
49oven-sh/bunGitHub
84.4
50ghostty-org/ghosttyGitHub
84.4
51go-gitea/giteaGitHub
84.4
52vitessio/vitessGitHub
84.4
53antiwork/gumroadGitHub
84.4
54chakra-ui/chakra-uiGitHub
84.3
55OpenHands/OpenHandsGitHub
83.8
56Textualize/richGitHub
83.6
57sqlalchemy/sqlalchemyGitHub
83.6
58nuxt/nuxtGitHub
83.5
59gradio-app/gradioGitHub
83.5
60n8n-io/n8nGitHub
83.4
61vercel/turborepoGitHub
83.4
62nautechsystems/nautilus_traderGitHub
83.4
63traefik/traefikGitHub
82.8
64aaif-goose/gooseGitHub
82.8

Tracking 401 repos · last updated