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.

Live on Peerlist Launchpad
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 5 of 9 for Pi
RankRepoStarsScoreExternal link
129sharkdp/batGitHub59.4k ★
73.5
open
130nlohmann/jsonGitHub50k ★
73.5
open
131gohugoio/hugoGitHub88.7k ★
73.2
open
132rails/railsGitHub58.7k ★
73.2
open
133solidjs/solidGitHub35.7k ★
73.1
open
134refinedev/refineGitHub34.9k ★
73.1
open
135medusajs/medusaGitHub34.6k ★
73.1
open
136honojs/honoGitHub31.1k ★
73.1
open
137Uniswap/interfaceGitHub5.5k ★
73.1
open
138pola-rs/polarsGitHub38.9k ★
73.0
open
139AutoMQ/automqGitHub10.1k ★
72.8
open
140filamentphp/filamentGitHub31.2k ★
72.7
open
141delta-io/deltaGitHub8.9k ★
72.5
open
142github/spec-kitGitHub115k ★
72.1
open
143SigNoz/signozGitHub27.4k ★
72.1
open
144godotengine/godotGitHub113k ★
71.8
open
145BurntSushi/ripgrepGitHub65.4k ★
71.8
open
146ClickHouse/ClickHouseGitHub48.2k ★
71.8
open
147python-poetry/poetryGitHub34.3k ★
71.8
open
148nats-io/nats-serverGitHub20.1k ★
71.8
open
149encode/httpxGitHub15.3k ★
71.8
open
150chenglou/pretextGitHub48.7k ★
71.7
open
151prettier/prettierGitHub52.1k ★
71.3
open
15211ty/eleventyGitHub19.7k ★
71.3
open
153hashicorp/vaultGitHub35.8k ★
70.8
open
154ggml-org/whisper.cppGitHub51k ★
70.7
open
155unclecode/crawl4aiGitHub69.4k ★
70.4
open
156starship/starshipGitHub58.4k ★
70.4
open
157Alamofire/AlamofireGitHub42.4k ★
70.4
open
158vapor/vaporGitHub26.1k ★
70.4
open
159facebook/reactGitHub246.1k ★
70.3
open
160symfony/aiGitHub1.1k ★
70.1
open

Tracking 284 repos · last updated