Which public repos are friendliest to an AI coding agent?
Ranked per model across GitHub, GitLab, and Bitbucket — because agents aren't interchangeable.
Looking up a dependency? Check any npm / PyPI / Cargo package by name.
Devin — Operates from a sandboxed Ubuntu VM and runs an 8-step machine setup (deps, secrets, language versions, lint/test commands) per Cognition's repo-setup docs. CI config files alone aren't what the docs ask for — a runnable dev environment is.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 161 | farzaa/clickyGitHub | 5.1k ★ | open | |
| 162 | microsoft/AIGitHub | 2.5k ★ | open | |
| 163 | karpathy/nanoGPTGitHub | 57.3k ★ | open |
Tracking 163 repos · last updated