Agent Friendly Code

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.

Live on Peerlist Launchpad
Claude Code — Loads CLAUDE.md at the start of every conversation per Anthropic's memory docs, so AGENTS.md / CLAUDE.md and a fast test loop carry the most weight.
Leaderboard — page 6 of 6 for Claude Code
RankRepoStarsScoreExternal link
161microsoft/AIGitHub2.5k ★
24.3
open
162spring-projects/spring-bootGitHub80.5k ★
23.0
open
163karpathy/nanoGPTGitHub57.3k ★
19.1
open

Tracking 163 repos · last updated