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.

GPT-5 Codex — Reads AGENTS.md before doing any work per OpenAI's Codex docs. Hierarchical (per-directory) AGENTS.md and AGENTS.override.md are first-class.
Leaderboard — page 2 of 12 for GPT-5 Codex
RankRepoStarsScoreExternal link
33nuxt/nuxtGitHub60.8k ★
90.5
open
34prometheus/prometheusGitHub65.8k ★
90.1
open
35google/osv-scannerGitHub10.9k ★
90.1
open
36chakra-ui/chakra-uiGitHub40.6k ★
89.7
open
37gitlab-org/gitlab-runnerGitLab2.6k ★
89.6
open
38denoland/denoGitHub108.3k ★
89.3
open
39pytorch/pytorchGitHub102.6k ★
89.3
open
40oven-sh/bunGitHub95.6k ★
89.3
open
41ghostty-org/ghosttyGitHub60.1k ★
89.3
open
42forem/foremGitHub22.8k ★
89.3
open
43vitessio/vitessGitHub21.2k ★
89.3
open
44antiwork/gumroadGitHub9.6k ★
89.3
open
45n8n-io/n8nGitHub201.9k ★
88.7
open
46PostHog/posthogGitHub38.7k ★
88.7
open
47vercel/turborepoGitHub31k ★
88.7
open
48gradio-app/gradioGitHub43.4k ★
88.5
open
49traefik/traefikGitHub64.5k ★
88.1
open
50block/gooseGitHub53.3k ★
88.1
open
51psf/requestsGitHub54.3k ★
88.0
open
52psf/blackGitHub41.8k ★
88.0
open
53github/spec-kitGitHub130.9k ★
87.9
open
54mastra-ai/mastraGitHub27.4k ★
87.7
open
55microsoft/playwrightGitHub95k ★
87.6
open
56All-Hands-AI/OpenHandsGitHub84.8k ★
87.6
open
57meilisearch/meilisearchGitHub59.1k ★
87.3
open
58openclaw/openclawGitHub387.2k ★
86.7
open
59Textualize/richGitHub57.1k ★
86.7
open
60sqlalchemy/sqlalchemyGitHub12.1k ★
86.7
open
61hiyouga/LlamaFactoryGitHub74.3k ★
86.5
open
62sveltejs/kitGitHub20.8k ★
86.4
open
63Shopify/cliGitHub732 ★
86.4
open
64caddyserver/caddyGitHub75.1k ★
86.1
open

Tracking 353 repos · last updated