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 9 of 12 for Gemini CLI
RankRepoStarsScoreExternal link
257hashicorp/terraformGitHub49.6k ★
60.6
open
258charmbracelet/bubbleteaGitHub44.8k ★
60.6
open
259llvm/llvm-projectGitHub40.2k ★
60.6
open
260cockroachdb/cockroachGitHub32.4k ★
60.6
open
261dagger/daggerGitHub16.2k ★
60.6
open
262apache/druidGitHub14.1k ★
60.6
open
263makeplane/planeGitHub59k ★
60.5
open
264sindresorhus/kyGitHub17.1k ★
60.5
open
265alacritty/alacrittyGitHub65.6k ★
60.1
open
266pointfreeco/swift-composable-architectureGitHub14.9k ★
60.1
open
267snakeyaml/snakeyamlBitbucket—
60.1
open
268symfony/aiGitHub1.2k ★
60.0
open
269eslint/eslintGitHub27.5k ★
59.9
open
270storybookjs/storybookGitHub91k ★
59.7
open
271google-deepmind/mujocoGitHub14.9k ★
59.7
open
272remix-run/react-routerGitHub56.6k ★
59.3
open
273libeigen/eigenGitLab1.2k ★
59.3
open
274apache/rocketmqGitHub22.6k ★
59.1
open
275elastic/elasticsearchGitHub77.9k ★
59.0
open
276date-fns/date-fnsGitHub36.6k ★
59.0
open
277trinodb/trinoGitHub13.2k ★
59.0
open
278veloren/velorenGitLab2.4k ★
59.0
open
279jellyfin/jellyfinGitHub56.6k ★
58.4
open
280dotnet/aspnetcoreGitHub38.4k ★
58.2
open
281elixir-lang/elixirGitHub26.6k ★
58.2
open
282fmtlib/fmtGitHub25.6k ★
58.0
open
283mkdocs/mkdocsGitHub22.4k ★
58.0
open
284sidekiq/sidekiqGitHub13.6k ★
58.0
open
285StarRocks/starrocksGitHub12.1k ★
57.8
open
286livebook-dev/livebookGitHub5.9k ★
57.8
open
287python/cpythonGitHub76k ★
57.7
open
288immich-app/immichGitHub113.5k ★
57.6
open

Tracking 371 repos · last updated