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 6 of 12 for Pi
RankRepoStarsScoreExternal link
161huggingface/datasetsGitHub21.9k ★
74.9
open
162JuliaLang/juliaGitHub49.1k ★
74.6
open
163vapor/vaporGitHub26.2k ★
74.6
open
164trpc/trpcGitHub40.6k ★
74.5
open
165apache/paimonGitHub3.4k ★
74.4
open
166PowerShell/PowerShellGitHub55.3k ★
74.2
open
167lit/litGitHub21.8k ★
74.1
open
168gin-gonic/ginGitHub89.2k ★
73.9
open
169run-llama/llama_indexGitHub52k ★
73.9
open
170spf13/cobraGitHub44.6k ★
73.9
open
171uber-go/zapGitHub24.6k ★
73.9
open
172api-platform/coreGitHub2.6k ★
73.9
open
173sharkdp/batGitHub60.4k ★
73.5
open
174nlohmann/jsonGitHub50.6k ★
73.5
open
175gohugoio/hugoGitHub89.7k ★
73.2
open
176rails/railsGitHub58.8k ★
73.2
open
177medusajs/medusaGitHub36.2k ★
73.1
open
178solidjs/solidGitHub36k ★
73.1
open
179refinedev/refineGitHub35.6k ★
73.1
open
180honojs/honoGitHub32.1k ★
73.1
open
181Uniswap/interfaceGitHub5.5k ★
73.1
open
182pola-rs/polarsGitHub39.7k ★
73.0
open
183AutoMQ/automqGitHub10.6k ★
72.8
open
184filamentphp/filamentGitHub32k ★
72.7
open
185immerjs/immerGitHub29k ★
72.7
open
186rustdesk/rustdeskGitHub122.8k ★
72.5
open
187TanStack/aiGitHub3.1k ★
72.4
open
188JetBrains/kotlinGitHub53.4k ★
72.1
open
189SigNoz/signozGitHub32k ★
72.1
open
190tqdm/tqdmGitHub31.3k ★
72.1
open
191godotengine/godotGitHub116.7k ★
71.8
open
192BurntSushi/ripgrepGitHub68k ★
71.8
open

Tracking 371 repos · last updated