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
Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 7 of 9 for Overall (average across models)
RankRepoStarsScoreExternal link
193nestjs/nestGitHub76k ★
64.5
open
194immich-app/immichGitHub104.4k ★
64.3
open
195Anuken/MindustryGitHub28k ★
64.3
open
196apache/beamGitHub8.6k ★
64.2
open
197eslint/eslintGitHub27.4k ★
64.0
open
198vercel/aiGitHub25.1k ★
63.8
open
199elixir-lang/elixirGitHub26.6k ★
63.7
open
200StarRocks/starrocksGitHub11.8k ★
63.3
open
201bevyengine/bevyGitHub46.8k ★
63.2
open
202debezium/debeziumGitHub12.8k ★
63.2
open
203elastic/elasticsearchGitHub77.1k ★
63.0
open
204cockroachdb/cockroachGitHub32.2k ★
62.7
open
205apache/druidGitHub14k ★
62.7
open
206tailwindlabs/tailwindcssGitHub95.7k ★
62.0
open
207drizzle-team/drizzle-ormGitHub34.9k ★
62.0
open
208hashicorp/terraformGitHub48.8k ★
61.8
open
209fmtlib/fmtGitHub23.6k ★
61.7
open
210livebook-dev/livebookGitHub5.8k ★
61.7
open
211alacritty/alacrittyGitHub64.7k ★
61.6
open
212numpy/numpyGitHub32.2k ★
61.6
open
213charmbracelet/bubbleteaGitHub43.3k ★
61.5
open
214dagger/daggerGitHub16k ★
61.5
open
215h4ckf0r0day/obscuraGitHub16.2k ★
61.3
open
216trinodb/trinoGitHub13k ★
61.3
open
217snakeyaml/snakeyamlBitbucket—
61.2
open
218supabase/supabaseGitHub104.8k ★
61.1
open
219openai/whisperGitHub103.5k ★
61.1
open
220vitejs/viteGitHub81.6k ★
60.6
open
221facebookresearch/faissGitHub40.4k ★
60.4
open
222composer/composerGitHub29.5k ★
60.4
open
223laravel/aiGitHub1k ★
60.4
open
224apache/rocketmqGitHub22.5k ★
59.8
open

Tracking 284 repos · last updated