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.

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 11 of 12 for Gemini CLI
RankRepoStarsScoreExternal link
321netty/nettyGitHub35k ★
52.7
open
322rayon-rs/rayonGitHub13.3k ★
52.3
open
323seanmonstar/reqwestGitHub11.8k ★
52.3
open
324flutter/samplesGitHub19.3k ★
52.0
open
325rrousselGit/riverpodGitHub7.4k ★
52.0
open
326fdroid/fdroidclientGitLab2.7k ★
52.0
open
327apache/arrowGitHub17.1k ★
51.4
open
328spring-projects/spring-frameworkGitHub60.2k ★
51.0
open
329spring-projects/spring-bootGitHub81.4k ★
50.5
open
330flutter/flutterGitHub178.8k ★
50.3
open
331kicad/code/kicadGitLab1.1k ★
50.3
open
332expressjs/expressGitHub69.4k ★
50.2
open
333laravel/laravelGitHub84.9k ★
49.4
open
334apache/dorisGitHub15.9k ★
49.2
open
335phpstan/phpstanGitHub14.1k ★
49.2
open
336openssl/opensslGitHub30.8k ★
48.9
open
337langchain-ai/langchainGitHub145.8k ★
48.5
open
338jekyll/jekyllGitHub51.7k ★
47.6
open
339Significant-Gravitas/AutoGPTGitHub187.2k ★
47.5
open
340erlang/otpGitHub12.3k ★
46.8
open
341apple/swiftGitHub70.3k ★
46.6
open
342serde-rs/serdeGitHub10.8k ★
46.6
open
343sgl-project/sglangGitHub35.5k ★
46.5
open
344cloudflare/aiGitHub1.2k ★
46.0
open
345dotnet/mauiGitHub23.3k ★
45.5
open
346redis/redisGitHub76.2k ★
45.3
open
347gnachman/iterm2GitLab1.5k ★
45.3
open
348firecrawl/firecrawlGitHub177.2k ★
44.7
open
349postgres/postgresGitHub22k ★
44.5
open
350getlago/lagoGitHub10.5k ★
43.4
open
351AvaloniaUI/AvaloniaGitHub31.5k ★
43.2
open
352symfony/symfonyGitHub31.1k ★
43.2
open

Tracking 371 repos · last updated