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.

Live on Peerlist Launchpad
Gemini CLI — Reads hierarchical `GEMINI.md` (global → workspace → component-level) at every prompt per Gemini CLI's docs. The long-context advantage favors repos that split context per directory rather than docs-heavy in general.
Leaderboard — page 8 of 9 for Gemini CLI
RankRepoStarsScoreExternal link
225tokio-rs/axumGitHub26.3k ★
57.2
open
226vitejs/viteGitHub81.6k ★
56.8
open
227square/okhttpGitHub47k ★
56.8
open
228facebookresearch/faissGitHub40.4k ★
56.8
open
229composer/composerGitHub29.5k ★
56.8
open
230laravel/aiGitHub1k ★
56.8
open
231tokio-rs/tokioGitHub32.4k ★
56.0
open
232championswimmer/TwoFacGitHub120 ★
55.6
open
233timescale/timescaledbGitHub23k ★
55.1
open
234ray-project/rayGitHub43k ★
54.9
open
235different-ai/openworkGitHub16.3k ★
54.8
open
236openai/codexGitHub93.1k ★
53.7
open
237dotnet/runtimeGitHub18k ★
53.6
open
238microsoft/presidioGitHub9.5k ★
53.6
open
239AUTOMATIC1111/stable-diffusion-webuiGitHub163.9k ★
53.4
open
240obsproject/obs-studioGitHub73.4k ★
53.4
open
241google-deepmind/mujocoGitHub14k ★
53.4
open
242redpanda-data/redpandaGitHub12.3k ★
53.4
open
243elixir-ecto/ectoGitHub6.5k ★
53.4
open
244flutter/aiGitHub269 ★
53.4
open
245directus/directusGitHub36.2k ★
52.8
open
246google/guavaGitHub51.5k ★
52.7
open
247curl/curlGitHub42.2k ★
52.7
open
248netty/nettyGitHub35k ★
52.7
open
249seanmonstar/reqwestGitHub11.7k ★
52.3
open
250apache/arrowGitHub16.9k ★
51.4
open
251TheOrcDev/8bitcn-uiGitHub1.9k ★
51.4
open
252spring-projects/spring-frameworkGitHub60.1k ★
51.0
open
253spring-projects/spring-bootGitHub81k ★
50.5
open
254flutter/flutterGitHub177.1k ★
50.3
open
255apache/hudiGitHub6.2k ★
49.9
open
256apache/dorisGitHub15.5k ★
49.2
open

Tracking 284 repos · last updated