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 7 of 12 for Pi
RankRepoStarsScoreExternal link
193encode/httpxGitHub15.6k ★
71.8
open
194Kludex/uvicornGitHub11k ★
71.8
open
195apple/swift-argument-parserGitHub3.8k ★
71.8
open
196vuejs/coreGitHub54.6k ★
71.7
open
197chenglou/pretextGitHub50.8k ★
71.7
open
198trpc/trpcGitHub40.7k ★
71.7
open
199statelyai/xstateGitHub30.3k ★
71.7
open
200prettier/prettierGitHub52.4k ★
71.3
open
201prisma/ormGitHub47.7k ★
71.3
open
202preactjs/preactGitHub38.9k ★
71.3
open
203vercel/swrGitHub32.5k ★
71.3
open
20411ty/buildawesomeGitHub20k ★
71.3
open
205supabase/supabaseGitHub111.4k ★
71.1
open
206apache/druidGitHub14.1k ★
71.1
open
207hashicorp/vaultGitHub36.4k ★
70.8
open
208ggml-org/whisper.cppGitHub54.3k ★
70.7
open
209unclecode/crawl4aiGitHub85.4k ★
70.4
open
210starship/starshipGitHub60.2k ★
70.4
open
211Alamofire/AlamofireGitHub42.4k ★
70.4
open
212apple/swift-nioGitHub8.5k ★
70.4
open
213libeigen/eigenGitLab1.2k ★
70.4
open
214react/reactGitHub250.9k ★
70.3
open
215TanStack/aiGitHub3.2k ★
70.3
open
216symfony/aiGitHub1.2k ★
70.1
open
217tauri-apps/tauriGitHub111.8k ★
69.7
open
218fastapi/fastapiGitHub103.1k ★
69.7
open
219explosion/spaCyGitHub34k ★
69.7
open
220influxdata/influxdbGitHub31.8k ★
69.7
open
221TanStack/queryGitHub50.4k ★
69.6
open
222localsend/localsendGitHub94.1k ★
69.4
open
223kubernetes/kubernetesGitHub128.3k ★
69.3
open
224django/djangoGitHub91.4k ★
69.3
open

Tracking 371 repos · last updated