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.

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 12 for Gemini CLI
RankRepoStarsScoreExternal link
225apache/pinotGitHub6.1k ★
62.4
open
226babashka/babashkaGitHub4.6k ★
62.4
open
227protocolbuffers/protobufGitHub71.8k ★
62.3
open
228fastlane/fastlaneGitHub42k ★
62.3
open
229questdb/questdbGitHub17.3k ★
62.3
open
230rails/railsGitHub58.7k ★
62.2
open
231bevyengine/bevyGitHub47.8k ★
61.9
open
232rust-lang/cargoGitHub15.4k ★
61.9
open
233filamentphp/filamentGitHub31.9k ★
61.6
open
234facebook/reactGitHub247.7k ★
61.5
open
235ClickHouse/ClickHouseGitHub49.4k ★
61.4
open
236Aider-AI/aiderGitHub48.4k ★
61.4
open
237haskell/cabalGitHub1.7k ★
61.2
open
238tailwindlabs/tailwindcssGitHub97.3k ★
60.8
open
239JetBrains/kotlinGitHub53.3k ★
60.8
open
240drizzle-team/drizzle-ormGitHub35.6k ★
60.8
open
241millionco/react-doctorGitHub14.6k ★
60.8
open
242git/gitGitHub62.8k ★
60.7
open
243coollabsio/coolifyGitHub60.9k ★
60.7
open
244debezium/debeziumGitHub13k ★
60.7
open
245hashicorp/terraformGitHub49.5k ★
60.6
open
246charmbracelet/bubbleteaGitHub44.5k ★
60.6
open
247llvm/llvm-projectGitHub39.9k ★
60.6
open
248cockroachdb/cockroachGitHub32.4k ★
60.6
open
249dagger/daggerGitHub16.2k ★
60.6
open
250apache/druidGitHub14k ★
60.6
open
251makeplane/planeGitHub57.3k ★
60.5
open
252sindresorhus/kyGitHub17k ★
60.5
open
253alacritty/alacrittyGitHub65.5k ★
60.1
open
254pointfreeco/swift-composable-architectureGitHub14.9k ★
60.1
open
255snakeyaml/snakeyamlBitbucket—
60.1
open
256symfony/aiGitHub1.2k ★
60.0
open

Tracking 353 repos · last updated