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 7 of 9 for Gemini CLI
RankRepoStarsScoreExternal link
193drizzle-team/drizzle-ormGitHub34.9k ★
60.8
open
194cloudflare/aiGitHub1.1k ★
60.8
open
195coollabsio/coolifyGitHub57.3k ★
60.7
open
196debezium/debeziumGitHub12.8k ★
60.7
open
197hashicorp/terraformGitHub48.8k ★
60.6
open
198charmbracelet/bubbleteaGitHub43.3k ★
60.6
open
199cockroachdb/cockroachGitHub32.2k ★
60.6
open
200dagger/daggerGitHub16k ★
60.6
open
201apache/druidGitHub14k ★
60.6
open
202makeplane/planeGitHub52.7k ★
60.5
open
203alacritty/alacrittyGitHub64.7k ★
60.1
open
204snakeyaml/snakeyamlBitbucket—
60.1
open
205immich-app/immichGitHub104.3k ★
60.0
open
206symfony/aiGitHub1.1k ★
60.0
open
207eslint/eslintGitHub27.4k ★
59.9
open
208supabase/supabaseGitHub104.7k ★
59.8
open
209storybookjs/storybookGitHub90.4k ★
59.7
open
210vercel/aiGitHub25.1k ★
59.7
open
211remix-run/react-routerGitHub56.5k ★
59.3
open
212apache/rocketmqGitHub22.5k ★
59.1
open
213elastic/elasticsearchGitHub77.1k ★
59.0
open
214h4ckf0r0day/obscuraGitHub16.1k ★
59.0
open
215trinodb/trinoGitHub13k ★
59.0
open
216jellyfin/jellyfinGitHub53.6k ★
58.4
open
217dotnet/aspnetcoreGitHub38.1k ★
58.2
open
218elixir-lang/elixirGitHub26.6k ★
58.2
open
219fmtlib/fmtGitHub23.6k ★
58.0
open
220mkdocs/mkdocsGitHub22.2k ★
58.0
open
221StarRocks/starrocksGitHub11.8k ★
57.8
open
222livebook-dev/livebookGitHub5.8k ★
57.8
open
223numpy/numpyGitHub32.2k ★
57.6
open
224openai/whisperGitHub103.5k ★
57.4
open

Tracking 284 repos · last updated