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.

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 3 of 11 for Claude Code
RankRepoStarsScoreExternal link
65payloadcms/payloadGitHub43.8k ★
84.6
open
66zed-industries/zedGitHub87.4k ★
83.6
open
67All-Hands-AI/OpenHandsGitHub81.9k ★
83.6
open
68appwrite/appwriteGitHub56.6k ★
83.6
open
69cloudflare/vinextGitHub8.5k ★
83.6
open
70inngest/inngestGitHub5.6k ★
83.6
open
71sst/opencodeGitHub189.1k ★
83.3
open
72ollama/ollamaGitHub176.7k ★
83.3
open
73colinhacks/zodGitHub43.3k ★
83.3
open
74novuhq/novuGitHub39.4k ★
83.3
open
75langflow-ai/langflowGitHub152.3k ★
82.9
open
76vllm-project/vllmGitHub87k ★
82.9
open
77caddyserver/caddyGitHub74.3k ★
82.9
open
78BerriAI/litellmGitHub54.5k ★
82.9
open
79statelyai/xstateGitHub29.9k ★
82.1
open
80warpdotdev/warpGitHub63.6k ★
82.0
open
81scrapy/scrapyGitHub63.4k ★
82.0
open
82withastro/astroGitHub61.3k ★
82.0
open
83apache/kafkaGitHub33.3k ★
82.0
open
84labstack/echoGitHub32.5k ★
82.0
open
85pydantic/pydanticGitHub28.4k ★
82.0
open
86apache/flinkGitHub26.2k ★
82.0
open
87microsoft/onnxruntimeGitHub21.2k ★
82.0
open
88apache/pulsarGitHub15.3k ★
82.0
open
89TanStack/routerGitHub14.8k ★
82.0
open
90mastodon/mastodonGitHub50.1k ★
81.6
open
91celery/celeryGitHub28.7k ★
81.6
open
92biomejs/biomeGitHub25.4k ★
81.6
open
93guzzle/guzzleGitHub23.5k ★
81.6
open
94neovim/neovimGitHub101.3k ★
81.3
open
95chroma-core/chromaGitHub28.9k ★
80.9
open
96charmbracelet/crushGitHub26.8k ★
80.7
open

Tracking 332 repos · last updated