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 2 of 9 for GPT-5 Codex
RankRepoStarsScoreExternal link
33forem/foremGitHub22.7k ★
89.3
open
34n8n-io/n8nGitHub193.1k ★
88.7
open
35PostHog/posthogGitHub35.1k ★
88.7
open
36vercel/turborepoGitHub30.6k ★
88.7
open
37gradio-app/gradioGitHub43k ★
88.5
open
38traefik/traefikGitHub63.7k ★
88.1
open
39block/gooseGitHub49.8k ★
88.1
open
40psf/requestsGitHub54k ★
88.0
open
41mastra-ai/mastraGitHub25.2k ★
87.7
open
42microsoft/playwrightGitHub91.2k ★
87.6
open
43meilisearch/meilisearchGitHub58.2k ★
87.3
open
44antiwork/gumroadGitHub9.3k ★
86.9
open
45openclaw/openclawGitHub379.5k ★
86.7
open
46hiyouga/LlamaFactoryGitHub72.3k ★
86.5
open
47sveltejs/kitGitHub20.6k ★
86.4
open
48caddyserver/caddyGitHub73.4k ★
86.1
open
49oxc-project/oxcGitHub21.6k ★
86.1
open
50getnao/naoGitHub1.3k ★
86.1
open
51payloadcms/payloadGitHub43.1k ★
85.9
open
52mui/material-uiGitHub98.4k ★
85.6
open
53vllm-project/vllmGitHub83.3k ★
85.3
open
54calcom/cal.diyGitHub45.7k ★
85.3
open
55novuhq/novuGitHub39.2k ★
84.7
open
56GreptimeTeam/greptimedbGitHub6.4k ★
84.7
open
57TanStack/aiGitHub2.8k ★
84.4
open
58preactjs/preactGitHub38.7k ★
84.3
open
59vercel/swrGitHub32.4k ★
84.3
open
60zed-industries/zedGitHub85.6k ★
84.1
open
61sst/opencodeGitHub176.2k ★
83.9
open
62scrapy/scrapyGitHub62.3k ★
83.9
open
63pydantic/pydanticGitHub28.1k ★
83.9
open
64celery/celeryGitHub28.6k ★
83.5
open

Tracking 284 repos · last updated