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.

Pi — Minimal terminal coding harness. Loads `AGENTS.md` (or `CLAUDE.md`) at startup — global, parent dirs, then cwd — per the Pi coding-agent README. Sandboxing is deferred to user-installed extensions.
Leaderboard — page 3 of 12 for Pi
RankRepoStarsScoreExternal link
65Shopify/cliGitHub732 ★
85.8
open
66mui/material-uiGitHub98.9k ★
85.4
open
67gitlab-org/gitlabGitLab6.1k ★
85.4
open
68novuhq/novuGitHub39.6k ★
85.2
open
69oxc-project/oxcGitHub22.4k ★
84.9
open
70payloadcms/payloadGitHub44.3k ★
84.8
open
71Textualize/richGitHub57.1k ★
84.5
open
72sqlalchemy/sqlalchemyGitHub12.1k ★
84.5
open
73zed-industries/zedGitHub89.1k ★
84.2
open
74moby/mobyGitHub72k ★
84.2
open
75gitlab-org/gitalyGitLab436 ★
83.9
open
76ollama/ollamaGitHub179.2k ★
83.8
open
77labstack/echoGitHub32.7k ★
83.8
open
78pallets/flaskGitHub72.1k ★
83.4
open
79warpdotdev/warpGitHub64.5k ★
83.4
open
80openclaw/openclawGitHub387.2k ★
83.1
open
81withastro/astroGitHub62k ★
82.4
open
82appwrite/appwriteGitHub57.1k ★
82.4
open
83nushell/nushellGitHub40.3k ★
82.4
open
84directus/directusGitHub37.5k ★
82.4
open
85charmbracelet/crushGitHub27.6k ★
82.4
open
86apache/flinkGitHub26.3k ★
82.4
open
87microsoft/onnxruntimeGitHub21.6k ★
82.4
open
88TanStack/routerGitHub15k ★
82.4
open
89langflow-ai/langflowGitHub153.6k ★
82.1
open
90crewAIInc/crewAIGitHub57.5k ★
82.1
open
91apache/sparkGitHub43.9k ★
82.1
open
92ray-project/rayGitHub43.6k ★
82.1
open
93biomejs/biomeGitHub25.6k ★
82.1
open
94risingwavelabs/risingwaveGitHub9.3k ★
82.1
open
95scrapy/scrapyGitHub64k ★
82.0
open
96pydantic/pydanticGitHub28.6k ★
82.0
open

Tracking 353 repos · last updated