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 11 of 12 for Pi
RankRepoStarsScoreExternal link
321tokio-rs/tokioGitHub33.1k ★
55.4
open
322gleam-lang/gleamGitHub21.9k ★
55.1
open
323square/okhttpGitHub47.1k ★
54.9
open
324ruby/rubyGitHub23.7k ★
54.9
open
325Significant-Gravitas/AutoGPTGitHub187.2k ★
54.6
open
326curl/curlGitHub42.8k ★
54.5
open
327flutter/flutterGitHub178.8k ★
53.9
open
328kicad/code/kicadGitLab1.1k ★
53.9
open
329jekyll/jekyllGitHub51.7k ★
53.8
open
330openssl/opensslGitHub30.8k ★
53.5
open
331rayon-rs/rayonGitHub13.3k ★
53.5
open
332seanmonstar/reqwestGitHub11.8k ★
53.5
open
333expressjs/expressGitHub69.4k ★
53.0
open
334square/retrofitGitHub43.9k ★
52.4
open
335gnachman/iterm2GitLab1.5k ★
52.4
open
336apple/swiftGitHub70.3k ★
52.1
open
337spring-projects/spring-bootGitHub81.4k ★
51.7
open
338firecrawl/firecrawlGitHub177.2k ★
51.1
open
339google/guavaGitHub51.9k ★
50.3
open
340netty/nettyGitHub35k ★
50.3
open
341erlang/otpGitHub12.3k ★
50.0
open
342fdroid/fdroidclientGitLab2.7k ★
49.7
open
343openai/openai-cookbookGitHub75.8k ★
49.0
open
344spring-projects/spring-frameworkGitHub60.2k ★
48.2
open
345sgl-project/sglangGitHub35.5k ★
48.2
open
346cloudflare/aiGitHub1.2k ★
47.7
open
347mattermost/mattermostGitHub39k ★
46.9
open
348redis/redisGitHub76.2k ★
46.8
open
349postgres/postgresGitHub22k ★
46.6
open
350symfony/symfonyGitHub31.1k ★
45.1
open
351serde-rs/serdeGitHub10.8k ★
45.1
open
352inkscape/inkscapeGitLab4k ★
44.5
open

Tracking 371 repos · last updated