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.

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 10 of 12 for Devin
RankRepoStarsScoreExternal link
289facebookresearch/faissGitHub40.9k ★
64.7
open
290composer/composerGitHub29.5k ★
64.7
open
291apache/rocketmqGitHub22.6k ★
64.7
open
292laravel/aiGitHub1.1k ★
64.7
open
293cockroachdb/cockroachGitHub32.4k ★
64.3
open
294apache/druidGitHub14.1k ★
64.3
open
295veloren/velorenGitLab2.4k ★
63.9
open
296apache/hudiGitHub6.2k ★
63.8
open
297llvm/llvm-projectGitHub40.2k ★
63.0
open
298dagger/daggerGitHub16.2k ★
63.0
open
299charmbracelet/bubbleteaGitHub44.8k ★
62.7
open
300tokio-rs/axumGitHub27k ★
62.7
open
301stretchr/testifyGitHub26.2k ★
62.7
open
302gleam-lang/gleamGitHub21.9k ★
62.5
open
303timescale/timescaledbGitHub23.5k ★
62.3
open
304square/retrofitGitHub43.9k ★
62.1
open
305graphviz/graphvizGitLab1.5k ★
61.4
open
306tokio-rs/tokioGitHub33.1k ★
61.2
open
307expressjs/expressGitHub69.4k ★
61.0
open
308mkdocs/mkdocsGitHub22.4k ★
61.0
open
309championswimmer/TwoFacGitHub125 ★
61.0
open
310ash-project/ashGitHub2.5k ★
60.8
open
311dotnet/runtimeGitHub18.3k ★
60.4
open
312apache/arrowGitHub17.1k ★
60.4
open
313obsproject/obs-studioGitHub75.9k ★
60.0
open
314ruby/rubyGitHub23.7k ★
60.0
open
315dart-lang/sdkGitHub11.3k ★
60.0
open
316serverpod/serverpodGitHub3.3k ★
60.0
open
317wireshark/wiresharkGitLab1.6k ★
60.0
open
318AUTOMATIC1111/stable-diffusion-webuiGitHub164.8k ★
59.7
open
319google/guavaGitHub51.9k ★
59.7
open
320netty/nettyGitHub35k ★
59.7
open

Tracking 371 repos · last updated