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.

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.
Leaderboard — page 9 of 11 for Devin
RankRepoStarsScoreExternal link
257composer/composerGitHub29.5k ★
64.7
open
258apache/rocketmqGitHub22.5k ★
64.7
open
259laravel/aiGitHub1.1k ★
64.7
open
260openai/codexGitHub101k ★
64.3
open
261cockroachdb/cockroachGitHub32.3k ★
64.3
open
262apache/druidGitHub14k ★
64.3
open
263apache/hudiGitHub6.2k ★
63.8
open
264directus/directusGitHub36.8k ★
63.6
open
265dagger/daggerGitHub16.1k ★
63.0
open
266charmbracelet/bubbleteaGitHub43.9k ★
62.7
open
267tokio-rs/axumGitHub26.6k ★
62.7
open
268stretchr/testifyGitHub26.1k ★
62.7
open
269different-ai/openworkGitHub17.1k ★
62.7
open
270rust-lang/rustGitHub114.8k ★
62.6
open
271obsproject/obs-studioGitHub74.1k ★
62.3
open
272timescale/timescaledbGitHub23.2k ★
62.3
open
273google-deepmind/mujocoGitHub14.3k ★
62.3
open
274square/retrofitGitHub43.9k ★
62.1
open
275tokio-rs/tokioGitHub32.6k ★
61.2
open
276mkdocs/mkdocsGitHub22.3k ★
61.0
open
277championswimmer/TwoFacGitHub122 ★
61.0
open
278python/cpythonGitHub73.9k ★
60.4
open
279apache/arrowGitHub16.9k ★
60.4
open
280ruby/rubyGitHub23.7k ★
60.0
open
281wireshark/wiresharkGitLab1.6k ★
60.0
open
282AUTOMATIC1111/stable-diffusion-webuiGitHub164.2k ★
59.7
open
283google/guavaGitHub51.5k ★
59.7
open
284netty/nettyGitHub35k ★
59.7
open
285sidekiq/sidekiqGitHub13.6k ★
59.7
open
286elixir-ecto/ectoGitHub6.5k ★
59.7
open
287flutter/aiGitHub275 ★
59.7
open
288llvm/llvm-projectGitHub39.4k ★
59.1
open

Tracking 332 repos · last updated