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.

Repo not on the board? Score any public GitHub repo live from its current commit.

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 10 of 12 for Claude Code
RankRepoStarsScoreExternal link
289dotnet/aspnetcoreGitHub38.4k ★
60.9
open
290championswimmer/TwoFacGitHub125 ★
60.9
open
291charmbracelet/bubbleteaGitHub44.8k ★
60.5
open
292facebookresearch/faissGitHub40.9k ★
60.5
open
293llvm/llvm-projectGitHub40.2k ★
60.5
open
294composer/composerGitHub29.5k ★
60.5
open
295apache/rocketmqGitHub22.6k ★
60.5
open
296dagger/daggerGitHub16.2k ★
60.5
open
297laravel/aiGitHub1.1k ★
60.5
open
298dotnet/runtimeGitHub18.3k ★
59.6
open
299apache/hudiGitHub6.2k ★
59.6
open
300veloren/velorenGitLab2.4k ★
59.6
open
301square/okhttpGitHub47.1k ★
59.2
open
302langchain-ai/langchainGitHub145.8k ★
58.9
open
303curl/curlGitHub42.8k ★
58.9
open
304timescale/timescaledbGitHub23.5k ★
58.6
open
305gleam-lang/gleamGitHub21.9k ★
58.2
open
306tokio-rs/axumGitHub27k ★
57.9
open
307stretchr/testifyGitHub26.2k ★
57.9
open
308graphviz/graphvizGitLab1.5k ★
57.9
open
309laravel/laravelGitHub84.9k ★
57.2
open
310apache/arrowGitHub17.1k ★
57.0
open
311AUTOMATIC1111/stable-diffusion-webuiGitHub164.8k ★
56.6
open
312obsproject/obs-studioGitHub75.9k ★
56.6
open
313tokio-rs/tokioGitHub33.1k ★
56.6
open
314ruby/rubyGitHub23.7k ★
56.6
open
315mkdocs/mkdocsGitHub22.4k ★
56.6
open
316apache/dorisGitHub15.9k ★
56.6
open
317phpstan/phpstanGitHub14.1k ★
56.6
open
318dart-lang/sdkGitHub11.3k ★
56.6
open
319elixir-ecto/ectoGitHub6.5k ★
56.6
open
320serverpod/serverpodGitHub3.3k ★
56.6
open

Tracking 371 repos · last updated