Agent Friendly Code

Which public repos are easiest for Gemini CLI to work in?

Repos from GitHub, GitLab, and Bitbucket, ranked by their Gemini CLI score rather than the average across every agent. apache/superset leads with 95.5.

The methodology lists the weight Gemini CLI gives each check and the documentation it comes from.

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/nettyGitHub35.1k ★
52.7
open
322rayon-rs/rayonGitHub13.4k ★
52.3
open
323seanmonstar/reqwestGitHub11.9k ★
52.3
open
324numpy/numpyGitHub33.1k ★
52.0
open
325flutter/samplesGitHub19.3k ★
52.0
open
326rrousselGit/riverpodGitHub7.4k ★
52.0
open
327fdroid/fdroidclientGitLab2.7k ★
52.0
open
328apache/arrowGitHub17.2k ★
51.4
open
329spring-projects/spring-bootGitHub81.6k ★
50.5
open
330flutter/flutterGitHub180k ★
50.3
open
331kicad/code/kicadGitLab1.1k ★
50.3
open
332expressjs/expressGitHub69.6k ★
50.2
open
333laravel/laravelGitHub85.1k ★
49.4
open
334apache/dorisGitHub16.1k ★
49.2
open
335openssl/opensslGitHub30.9k ★
48.9
open
336langchain-ai/langchainGitHub147.7k ★
48.5
open
337jekyll/jekyllGitHub51.7k ★
47.6
open
338phpstan/phpstanGitHub14.1k ★
47.5
open
339erlang/otpGitHub12.4k ★
46.8
open
340swiftlang/swiftGitHub70.5k ★
46.6
open
341serde-rs/serdeGitHub10.9k ★
46.6
open
342sgl-project/sglangGitHub37k ★
46.5
open
343cloudflare/aiGitHub1.2k ★
46.0
open
344Significant-Gravitas/AutoGPTGitHub187.5k ★
45.8
open
345anthropics/claude-codeGitHub150.4k ★
45.7
open
346dotnet/mauiGitHub23.3k ★
45.5
open
347redis/redisGitHub76.8k ★
45.3
open
348gnachman/iterm2GitLab1.5k ★
45.3
open
349firecrawl/firecrawlGitHub190.9k ★
44.7
open
350postgres/postgresGitHub22.4k ★
44.5
open
351getlago/lagoGitHub10.7k ★
43.4
open
352AvaloniaUI/AvaloniaGitHub31.7k ★
43.2
open

Tracking 371 repos · last updated