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.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 10 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
289apache/hudiGitHub6.2k ★
58.1
open
290graphviz/graphvizGitLab1.5k ★
58.1
open
291tokio-rs/axumGitHub26.9k ★
58.0
open
292stretchr/testifyGitHub26.2k ★
58.0
open
293different-ai/openworkGitHub23k ★
57.6
open
294championswimmer/TwoFacGitHub124 ★
57.5
open
295obsproject/obs-studioGitHub75.3k ★
56.9
open
296serverpod/serverpodGitHub3.3k ★
56.9
open
297wireshark/wiresharkGitLab1.6k ★
56.9
open
298AUTOMATIC1111/stable-diffusion-webuiGitHub164.6k ★
56.8
open
299elixir-ecto/ectoGitHub6.5k ★
56.8
open
300flutter/aiGitHub278 ★
56.8
open
301tokio-rs/tokioGitHub33k ★
56.7
open
302curl/curlGitHub42.7k ★
56.4
open
303ruby/rubyGitHub23.7k ★
56.4
open
304flutter/samplesGitHub19.2k ★
55.4
open
305python/cpythonGitHub74.7k ★
55.3
open
306square/retrofitGitHub43.9k ★
55.3
open
307apache/arrowGitHub17k ★
55.3
open
308google-deepmind/mujocoGitHub14.6k ★
55.1
open
309flutter/flutterGitHub178.6k ★
53.5
open
310expressjs/expressGitHub69.4k ★
53.5
open
311google/guavaGitHub51.9k ★
53.4
open
312netty/nettyGitHub35k ★
53.4
open
313apache/dorisGitHub15.8k ★
53.4
open
314langchain-ai/langchainGitHub144.8k ★
52.9
open
315spring-projects/spring-bootGitHub81.3k ★
52.6
open
316rayon-rs/rayonGitHub13.3k ★
52.6
open
317seanmonstar/reqwestGitHub11.8k ★
52.6
open
318fdroid/fdroidclientGitLab2.6k ★
52.6
open
319jekyll/jekyllGitHub51.6k ★
52.4
open
320openssl/opensslGitHub30.7k ★
52.2
open

Tracking 353 repos · last updated