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 6 for GPT-5 Codex
RankRepoStarsScoreExternal link
33cloudflare/vinextGitHub7.9k ★
85.3
open
34nautechsystems/nautilus_traderGitHub22.3k ★
84.7
open
35axios/axiosGitHub109k ★
84.3
open
36vercel/swrGitHub32.4k ★
84.3
open
37zed-industries/zedGitHub80k ★
84.1
open
38withastro/astroGitHub58.8k ★
83.3
open
39microsoft/onnxruntimeGitHub20.4k ★
83.3
open
40TanStack/routerGitHub14.3k ★
83.3
open
41antiwork/gumroadGitHub9k ★
83.3
open
42langflow-ai/langflowGitHub147.5k ★
82.1
open
43biomejs/biomeGitHub24.5k ★
82.1
open
44All-Hands-AI/OpenHandsGitHub72.3k ★
82.0
open
45nushell/nushellGitHub39.2k ★
82.0
open
46prisma/prismaGitHub45.9k ★
81.7
open
47google-gemini/gemini-cliGitHub102.7k ★
81.5
open
48TanStack/aiGitHub2.6k ★
81.1
open
49privy-io/go-sdkGitHub1 ★
80.7
open
50huggingface/transformersGitHub160.1k ★
80.0
open
51pallets/flaskGitHub71.5k ★
79.9
open
52gin-gonic/ginGitHub88.4k ★
79.5
open
53run-llama/llama_indexGitHub49k ★
79.5
open
54spf13/cobraGitHub43.8k ★
79.5
open
55open-webui/open-webuiGitHub134.7k ★
79.3
open
56simstudioai/simGitHub27.9k ★
79.3
open
57pmndrs/zustandGitHub57.9k ★
78.9
open
58pandas-dev/pandasGitHub48.6k ★
78.8
open
59psf/requestsGitHub53.9k ★
78.7
open
60huggingface/datasetsGitHub21.5k ★
78.7
open
61nuxt/nuxtGitHub60.1k ★
78.5
open
62vitest-dev/vitestGitHub16.4k ★
78.3
open
63google/osv-scannerGitHub9.9k ★
78.1
open
64sharkdp/fdGitHub42.7k ★
78.0
open

Tracking 163 repos · last updated