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 3 of 6 for GPT-5 Codex
RankRepoStarsScoreExternal link
65nestjs/nestGitHub75.3k ★
77.7
open
66hiyouga/LlamaFactoryGitHub70.7k ★
77.3
open
67krakenfx/kraken-cliGitHub563 ★
77.3
open
68microsoft/TypeScriptGitHub108.7k ★
77.2
open
69supermemoryai/supermemoryGitHub22.3k ★
77.1
open
70trpc/trpcGitHub40.1k ★
76.8
open
71Shopify/cliGitHub675 ★
76.8
open
72honojs/honoGitHub30.2k ★
76.7
open
73pola-rs/polarsGitHub38.3k ★
76.1
open
74Uniswap/interfaceGitHub5.5k ★
75.7
open
75fastapi/fastapiGitHub97.7k ★
75.3
open
76microsoft/vscodeGitHub184.4k ★
74.8
open
77github/spec-kitGitHub91.6k ★
74.5
open
78sharkdp/batGitHub58.6k ★
74.5
open
79vuejs/coreGitHub53.6k ★
74.4
open
80chenglou/pretextGitHub45.6k ★
74.4
open
81hashicorp/vaultGitHub35.5k ★
74.1
open
82explosion/spaCyGitHub33.5k ★
74.1
open
83appwrite/appwriteGitHub55.9k ★
74.0
open
84DefiLlama/defillama-appGitHub290 ★
74.0
open
85prettier/prettierGitHub51.8k ★
73.6
open
86godotengine/godotGitHub110.1k ★
73.3
open
87etcd-io/etcdGitHub51.7k ★
73.3
open
88TanStack/queryGitHub49.3k ★
72.4
open
89unclecode/crawl4aiGitHub64.7k ★
72.0
open
90tauri-apps/tauriGitHub106k ★
71.3
open
91microsoft/presidioGitHub7.9k ★
71.3
open
92openai/codexGitHub78.7k ★
70.8
open
93facebook/reactGitHub244.8k ★
70.7
open
94ClickHouse/ClickHouseGitHub47.1k ★
70.7
open
95helix-editor/helixGitHub44.2k ★
70.7
open
96storybookjs/storybookGitHub89.8k ★
70.4
open

Tracking 163 repos · last updated