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.

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 9 of 11 for Claude Code
RankRepoStarsScoreExternal link
257alacritty/alacrittyGitHub65k ★
60.9
open
258dotnet/aspnetcoreGitHub38.2k ★
60.9
open
259microsoft/presidioGitHub10.1k ★
60.9
open
260championswimmer/TwoFacGitHub122 ★
60.9
open
261rust-lang/rustGitHub114.8k ★
60.5
open
262charmbracelet/bubbleteaGitHub43.9k ★
60.5
open
263facebookresearch/faissGitHub40.6k ★
60.5
open
264composer/composerGitHub29.5k ★
60.5
open
265apache/rocketmqGitHub22.5k ★
60.5
open
266dagger/daggerGitHub16.1k ★
60.5
open
267laravel/aiGitHub1.1k ★
60.5
open
268apache/hudiGitHub6.2k ★
59.6
open
269square/okhttpGitHub47k ★
59.2
open
270langchain-ai/langchainGitHub142.5k ★
58.9
open
271curl/curlGitHub42.5k ★
58.9
open
272obsproject/obs-studioGitHub74.1k ★
58.6
open
273timescale/timescaledbGitHub23.2k ★
58.6
open
274tokio-rs/axumGitHub26.6k ★
57.9
open
275stretchr/testifyGitHub26.1k ★
57.9
open
276TheOrcDev/8bitcn-uiGitHub2k ★
57.1
open
277python/cpythonGitHub73.9k ★
57.0
open
278apache/arrowGitHub16.9k ★
57.0
open
279AUTOMATIC1111/stable-diffusion-webuiGitHub164.2k ★
56.6
open
280llvm/llvm-projectGitHub39.4k ★
56.6
open
281tokio-rs/tokioGitHub32.6k ★
56.6
open
282ruby/rubyGitHub23.7k ★
56.6
open
283mkdocs/mkdocsGitHub22.3k ★
56.6
open
284apache/dorisGitHub15.7k ★
56.6
open
285sidekiq/sidekiqGitHub13.6k ★
56.6
open
286elixir-ecto/ectoGitHub6.5k ★
56.6
open
287wireshark/wiresharkGitLab1.6k ★
56.6
open
288flutter/aiGitHub275 ★
56.6
open

Tracking 332 repos · last updated