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 4 of 13 for Overall
RankRepoScore
97colinhacks/zodGitHub
79.0
98Textualize/textualGitHub
78.9
99data-privacy-stack/presidioGitHub
78.8
100withastro/astroGitHub
78.1
101apache/flinkGitHub
78.1
102microsoft/onnxruntimeGitHub
78.1
103TanStack/routerGitHub
78.1
104hsnice16/tula(by this site's author)GitHub
78.1
105labstack/echoGitHub
78.0
106chroma-core/chromaGitHub
78.0
107anomalyco/opencodeGitHub
77.9
108warpdotdev/warpGitHub
77.9
109payloadcms/payloadGitHub
77.9
110directus/directusGitHub
77.9
111pytest-dev/pytestGitHub
77.4
112inngest/inngestGitHub
77.4
113biomejs/biomeGitHub
77.3
114expo/expoGitHub
77.2
115fastlane/fastlaneGitHub
77.0
116nushell/nushellGitHub
77.0
117crewAIInc/crewAIGitHub
76.8
118apache/sparkGitHub
76.8
119ray-project/rayGitHub
76.8
120charmbracelet/crushGitHub
76.8
121risingwavelabs/risingwaveGitHub
76.8
122helix-editor/helixGitHub
76.5
123apache/kafkaGitHub
76.5
124apache/pulsarGitHub
76.5
125cline/clineGitHub
76.0
126appwrite/appwriteGitHub
76.0
127tldraw/tldrawGitHub
76.0
128electric-sql/electricGitHub
76.0

Tracking 401 repos · last updated