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 13 of 13 for Overall
RankRepoScore
385ocaml/ocamlGitHub
43.7
386microsoft/semantic-kernelGitHub
43.1
387karpathy/llm.cGitHub
43.0
388AvaloniaUI/AvaloniaGitHub
42.8
389mattermost/mattermostGitHub
42.5
390stripe/aiGitHub
41.9
391nim-lang/NimGitHub
41.1
392karpathy/nanochatGitHub
41.0
393apache/cassandraGitHub
38.3
394ziglang/zigGitHub
37.5
395golang/goGitHub
31.2
396JetBrains/compose-multiplatformGitHub
30.5
397farzaa/clickyGitHub
29.4
398microsoft/AIGitHub
24.2
399multicoreware/x265_gitBitbucket
23.7
400ocornut/imguiGitHub
22.1
401karpathy/nanoGPTGitHub
19.0

Tracking 401 repos · last updated