Agent Friendly Code

Which public repos are easiest for Pi to work in?

Repos from GitHub, GitLab, and Bitbucket, ranked by their Pi score rather than the average across every agent. gitlab-org/cli leads with 98.0.

The methodology lists the weight Pi gives each check and the documentation it comes from.

Pi — Minimal terminal coding harness. Loads `AGENTS.md` (or `CLAUDE.md`) from its agent directory, the working directory and its parent directories, per Pi's configuration docs. It has no built-in sandbox; isolation is left to a container the user runs it in.
Leaderboard — page 11 of 12 for Pi
RankRepoStarsScoreExternal link
321tokio-rs/tokioGitHub33.4k ★
55.4
open
322gleam-lang/gleamGitHub22k ★
55.1
open
323lysine-dev/okhttpGitHub47.1k ★
54.9
open
324ruby/rubyGitHub23.8k ★
54.9
open
325phpstan/phpstanGitHub14.1k ★
54.6
open
326curl/curlGitHub43.2k ★
54.5
open
327flutter/flutterGitHub180k ★
53.9
open
328kicad/code/kicadGitLab1.1k ★
53.9
open
329jekyll/jekyllGitHub51.7k ★
53.8
open
330openssl/opensslGitHub30.9k ★
53.5
open
331rayon-rs/rayonGitHub13.4k ★
53.5
open
332seanmonstar/reqwestGitHub11.9k ★
53.5
open
333expressjs/expressGitHub69.6k ★
53.0
open
334anthropics/claude-codeGitHub150.4k ★
52.8
open
335Significant-Gravitas/AutoGPTGitHub187.5k ★
52.5
open
336lysine-dev/retrofitGitHub44k ★
52.4
open
337gnachman/iterm2GitLab1.5k ★
52.4
open
338swiftlang/swiftGitHub70.5k ★
52.1
open
339spring-projects/spring-bootGitHub81.6k ★
51.7
open
340firecrawl/firecrawlGitHub190.9k ★
51.1
open
341google/guavaGitHub51.9k ★
50.3
open
342netty/nettyGitHub35.1k ★
50.3
open
343erlang/otpGitHub12.4k ★
50.0
open
344fdroid/fdroidclientGitLab2.7k ★
49.7
open
345openai/openai-cookbookGitHub76.6k ★
49.0
open
346sgl-project/sglangGitHub37k ★
48.2
open
347cloudflare/aiGitHub1.2k ★
47.7
open
348redis/redisGitHub76.8k ★
46.8
open
349postgres/postgresGitHub22.4k ★
46.6
open
350symfony/symfonyGitHub31.2k ★
45.1
open
351serde-rs/serdeGitHub10.9k ★
45.1
open
352inkscape/inkscapeGitLab4k ★
44.5
open

Tracking 371 repos · last updated