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 3 of 12 for Pi
RankRepoStarsScoreExternal link
65aaif-goose/gooseGitHub55.2k ★
87.0
open
66meilisearch/meilisearchGitHub59.6k ★
86.6
open
67google/osv-scannerGitHub11.2k ★
86.6
open
68caddyserver/caddyGitHub77.9k ★
86.3
open
69scikit-learn/scikit-learnGitHub67.6k ★
86.3
open
70vllm-project/vllmGitHub93.7k ★
85.9
open
71psf/requestsGitHub54.6k ★
85.9
open
72calcom/cal.diyGitHub49k ★
85.9
open
73psf/blackGitHub41.9k ★
85.9
open
74sveltejs/kitGitHub20.8k ★
85.8
open
75neovim/neovimGitHub103k ★
85.5
open
76mui/material-uiGitHub99.2k ★
85.4
open
77gitlab-org/gitlabGitLab6.2k ★
85.4
open
78novuhq/novuGitHub40.1k ★
85.2
open
79oxc-project/oxcGitHub23k ★
84.9
open
80Textualize/richGitHub57.5k ★
84.5
open
81vapor/vaporGitHub26.2k ★
84.5
open
82sqlalchemy/sqlalchemyGitHub12.2k ★
84.5
open
83zed-industries/zedGitHub91.6k ★
84.2
open
84gitlab-org/gitalyGitLab437 ★
83.9
open
85ollama/ollamaGitHub182.9k ★
83.8
open
86labstack/echoGitHub32.8k ★
83.8
open
87data-privacy-stack/presidioGitHub11.3k ★
83.8
open
88Shopify/cliGitHub753 ★
83.7
open
89pallets/flaskGitHub75k ★
83.4
open
90warpdotdev/warpGitHub65.4k ★
83.4
open
91openclaw/openclawGitHub391.8k ★
83.1
open
92mermaid-js/mermaidGitHub90.6k ★
82.4
open
93withastro/astroGitHub63.2k ★
82.4
open
94fastlane/fastlaneGitHub42.2k ★
82.4
open
95nushell/nushellGitHub40.7k ★
82.4
open
96directus/directusGitHub38.4k ★
82.4
open

Tracking 371 repos · last updated