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
Claude Code — Loads CLAUDE.md at the start of every conversation per Anthropic's memory docs, so AGENTS.md / CLAUDE.md and a fast test loop carry the most weight.
Leaderboard — page 2 of 6 for Claude Code
RankRepoStarsScoreExternal link
33sveltejs/kitGitHub20.5k ★
84.7
open
34zed-industries/zedGitHub80k ★
83.6
open
35All-Hands-AI/OpenHandsGitHub72.3k ★
83.6
open
36nautechsystems/nautilus_traderGitHub22.3k ★
83.6
open
37langflow-ai/langflowGitHub147.5k ★
82.9
open
38antiwork/gumroadGitHub9k ★
82.9
open
39axios/axiosGitHub109k ★
82.1
open
40vercel/swrGitHub32.4k ★
82.1
open
41withastro/astroGitHub58.8k ★
82.0
open
42microsoft/onnxruntimeGitHub20.4k ★
82.0
open
43TanStack/routerGitHub14.3k ★
82.0
open
44huggingface/transformersGitHub160.1k ★
81.6
open
45biomejs/biomeGitHub24.5k ★
81.6
open
46prisma/prismaGitHub45.9k ★
80.1
open
47google-gemini/gemini-cliGitHub102.7k ★
79.6
open
48nushell/nushellGitHub39.2k ★
79.6
open
49TanStack/aiGitHub2.6k ★
79.5
open
50simstudioai/simGitHub27.9k ★
79.3
open
51privy-io/go-sdkGitHub1 ★
79.3
open
52psf/requestsGitHub53.9k ★
78.9
open
53huggingface/datasetsGitHub21.5k ★
78.9
open
54vitest-dev/vitestGitHub16.4k ★
78.8
open
55open-webui/open-webuiGitHub134.7k ★
78.3
open
56microsoft/TypeScriptGitHub108.7k ★
78.0
open
57pallets/flaskGitHub71.5k ★
78.0
open
58gin-gonic/ginGitHub88.4k ★
77.6
open
59hiyouga/LlamaFactoryGitHub70.7k ★
77.6
open
60run-llama/llama_indexGitHub49k ★
77.6
open
61spf13/cobraGitHub43.8k ★
77.6
open
62sharkdp/fdGitHub42.7k ★
77.0
open
63pmndrs/zustandGitHub57.9k ★
76.8
open
64supermemoryai/supermemoryGitHub22.3k ★
76.8
open

Tracking 163 repos · last updated