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
GPT-5 Codex — Reads AGENTS.md before doing any work per OpenAI's Codex docs — the strictest AGENTS.md adherent of any agent here. Hierarchical (per-directory) AGENTS.md and AGENTS.override.md are first-class.
Leaderboard — page 6 of 9 for GPT-5 Codex
RankRepoStarsScoreExternal link
161clap-rs/clapGitHub16.5k ★
71.9
open
162apache/icebergGitHub9k ★
71.9
open
163apache/pinotGitHub6.1k ★
71.9
open
164tauri-apps/tauriGitHub108.2k ★
71.3
open
165makeplane/planeGitHub52.7k ★
71.3
open
166explosion/spaCyGitHub33.7k ★
71.3
open
167influxdata/influxdbGitHub31.6k ★
71.3
open
168coollabsio/coolifyGitHub57.3k ★
71.2
open
169millionco/react-doctorGitHub13.1k ★
71.1
open
170filamentphp/filamentGitHub31.2k ★
70.9
open
171questdb/questdbGitHub17.1k ★
70.8
open
172facebook/reactGitHub246.1k ★
70.7
open
173ClickHouse/ClickHouseGitHub48.2k ★
70.7
open
174django/djangoGitHub88k ★
70.5
open
175warpdotdev/warpGitHub62.3k ★
70.5
open
176pocketbase/pocketbaseGitHub59.2k ★
70.5
open
177storybookjs/storybookGitHub90.4k ★
70.4
open
178rust-lang/rustlingsGitHub63.3k ★
70.1
open
179fastapi/fastapiGitHub99.6k ★
70.0
open
180debezium/debeziumGitHub12.8k ★
69.9
open
181nocodb/nocodbGitHub63.6k ★
69.7
open
182shadcn-ui/uiGitHub117.3k ★
69.6
open
183remix-run/react-routerGitHub56.5k ★
69.6
open
184fastify/fastifyGitHub36.6k ★
69.6
open
185phoenixframework/phoenixGitHub23k ★
69.6
open
186symfony/aiGitHub1.1k ★
69.5
open
187kubernetes/kubernetesGitHub123.3k ★
69.2
open
188ghostfolio/ghostfolioGitHub8.8k ★
69.2
open
189vuejs/coreGitHub53.9k ★
69.1
open
190vercel/aiGitHub25.1k ★
69.1
open
191cockroachdb/cockroachGitHub32.2k ★
68.8
open
192apache/druidGitHub14k ★
68.8
open

Tracking 284 repos · last updated