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.

Repo not on the board? Score any public GitHub repo live from its current commit.

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
65psf/requestsGitHub54.3k ★
85.9
open
66calcom/cal.diyGitHub48.2k ★
85.9
open
67psf/blackGitHub41.8k ★
85.9
open
68sveltejs/kitGitHub20.8k ★
85.8
open
69Shopify/cliGitHub741 ★
85.8
open
70neovim/neovimGitHub102.2k ★
85.5
open
71mui/material-uiGitHub99k ★
85.4
open
72gitlab-org/gitlabGitLab6.1k ★
85.4
open
73novuhq/novuGitHub39.8k ★
85.2
open
74oxc-project/oxcGitHub22.6k ★
84.9
open
75payloadcms/payloadGitHub44.6k ★
84.8
open
76Textualize/richGitHub57.3k ★
84.5
open
77sqlalchemy/sqlalchemyGitHub12.1k ★
84.5
open
78zed-industries/zedGitHub89.8k ★
84.2
open
79moby/mobyGitHub72k ★
84.2
open
80gitlab-org/gitalyGitLab438 ★
83.9
open
81ollama/ollamaGitHub180.3k ★
83.8
open
82labstack/echoGitHub32.7k ★
83.8
open
83microsoft/presidioGitHub10.8k ★
83.8
open
84pallets/flaskGitHub72.2k ★
83.4
open
85warpdotdev/warpGitHub64.8k ★
83.4
open
86openclaw/openclawGitHub389k ★
83.1
open
87mermaid-js/mermaidGitHub90.1k ★
82.4
open
88withastro/astroGitHub62.3k ★
82.4
open
89appwrite/appwriteGitHub57.3k ★
82.4
open
90nushell/nushellGitHub40.4k ★
82.4
open
91directus/directusGitHub37.8k ★
82.4
open
92charmbracelet/crushGitHub27.9k ★
82.4
open
93apache/flinkGitHub26.3k ★
82.4
open
94microsoft/onnxruntimeGitHub21.8k ★
82.4
open
95TanStack/routerGitHub15k ★
82.4
open
96langflow-ai/langflowGitHub154.3k ★
82.1
open

Tracking 371 repos · last updated