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 7 of 12 for Pi
RankRepoStarsScoreExternal link
193ClickHouse/ClickHouseGitHub49.7k ★
71.8
open
194nats-io/nats-serverGitHub20.7k ★
71.8
open
195encode/httpxGitHub15.5k ★
71.8
open
196encode/uvicornGitHub10.9k ★
71.8
open
197apple/swift-argument-parserGitHub3.8k ★
71.8
open
198vuejs/coreGitHub54.3k ★
71.7
open
199statelyai/xstateGitHub30.1k ★
71.7
open
200prettier/prettierGitHub52.2k ★
71.3
open
201prisma/prismaGitHub47.6k ★
71.3
open
202preactjs/preactGitHub38.9k ★
71.3
open
203vercel/swrGitHub32.5k ★
71.3
open
20411ty/eleventyGitHub19.9k ★
71.3
open
205supabase/supabaseGitHub108.9k ★
71.1
open
206hashicorp/vaultGitHub36.2k ★
70.8
open
207ggml-org/whisper.cppGitHub53.5k ★
70.7
open
208unclecode/crawl4aiGitHub81.8k ★
70.4
open
209starship/starshipGitHub59.8k ★
70.4
open
210Alamofire/AlamofireGitHub42.4k ★
70.4
open
211apple/swift-nioGitHub8.5k ★
70.4
open
212libeigen/eigenGitLab1.2k ★
70.4
open
213facebook/reactGitHub249.1k ★
70.3
open
214symfony/aiGitHub1.2k ★
70.1
open
215tauri-apps/tauriGitHub110.9k ★
69.7
open
216fastapi/fastapiGitHub102.1k ★
69.7
open
217explosion/spaCyGitHub33.9k ★
69.7
open
218influxdata/influxdbGitHub31.7k ★
69.7
open
219localsend/localsendGitHub90.2k ★
69.4
open
220kubernetes/kubernetesGitHub126.4k ★
69.3
open
221django/djangoGitHub90k ★
69.3
open
222ghostfolio/ghostfolioGitHub9.2k ★
69.3
open
223oban-bg/obanGitHub4k ★
69.3
open
224vercel/aiGitHub26.6k ★
69.0
open

Tracking 371 repos · last updated