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.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 7 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
193apple/swift-nioGitHub8.5k ★
69.1
open
194explosion/spaCyGitHub33.8k ★
69.0
open
195microsoft/presidioGitHub10.6k ★
69.0
open
196medusajs/medusaGitHub36k ★
68.9
open
197django/djangoGitHub88.7k ★
68.6
open
198prisma/prismaGitHub47.6k ★
68.6
open
199tauri-apps/tauriGitHub110.5k ★
68.5
open
200influxdata/influxdbGitHub31.7k ★
68.5
open
201oban-bg/obanGitHub4k ★
68.5
open
202apache/paimonGitHub3.4k ★
68.4
open
203clap-rs/clapGitHub16.7k ★
68.3
open
204ggml-org/whisper.cppGitHub53.1k ★
68.2
open
205rails/railsGitHub58.7k ★
68.0
open
206shadcn-ui/uiGitHub121.9k ★
67.8
open
207coollabsio/coolifyGitHub60.9k ★
67.6
open
208jgm/pandocGitHub46k ★
67.6
open
209fastify/fastifyGitHub37k ★
67.6
open
210phoenixframework/phoenixGitHub23.1k ★
67.6
open
211rust-lang/rustlingsGitHub63.9k ★
67.5
open
212expo/expoGitHub51.8k ★
67.4
open
213ghostfolio/ghostfolioGitHub9.2k ★
67.3
open
214fastapi/fastapiGitHub101.8k ★
67.2
open
215nikic/PHP-ParserGitHub17.5k ★
67.2
open
216apache/seatunnelGitHub9.6k ★
67.2
open
217babashka/babashkaGitHub4.6k ★
67.2
open
218filamentphp/filamentGitHub31.9k ★
67.1
open
219facebook/reactGitHub247.7k ★
66.9
open
220vercel/aiGitHub26.4k ★
66.8
open
221pocketbase/pocketbaseGitHub60.8k ★
66.7
open
222ClickHouse/ClickHouseGitHub49.4k ★
66.7
open
223storybookjs/storybookGitHub90.9k ★
66.5
open
224makeplane/planeGitHub57.3k ★
66.1
open

Tracking 353 repos · last updated