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 8 of 12 for Pi
RankRepoStarsScoreExternal link
225apache/seatunnelGitHub9.6k ★
69.0
open
226DefiLlama/defillama-appGitHub292 ★
69.0
open
227rust-lang/rustlingsGitHub64.1k ★
68.9
open
228coollabsio/coolifyGitHub61.5k ★
68.6
open
229remix-run/react-routerGitHub56.6k ★
68.5
open
230fastify/fastifyGitHub37.1k ★
68.5
open
231phoenixframework/phoenixGitHub23.1k ★
68.5
open
232makeplane/planeGitHub59k ★
68.3
open
233elixir-lang/elixirGitHub26.6k ★
68.3
open
234nikic/PHP-ParserGitHub17.5k ★
67.9
open
235clap-rs/clapGitHub16.7k ★
67.9
open
236StarRocks/starrocksGitHub12.1k ★
67.9
open
237babashka/babashkaGitHub4.6k ★
67.9
open
238etcd-io/etcdGitHub52.2k ★
67.6
open
239Aider-AI/aiderGitHub48.8k ★
67.6
open
240go-gorm/gormGitHub39.9k ★
67.6
open
241storybookjs/storybookGitHub91k ★
67.5
open
242expo/expoGitHub52.1k ★
67.5
open
243shadcn-ui/uiGitHub123.2k ★
67.3
open
244questdb/questdbGitHub17.3k ★
67.3
open
245python/cpythonGitHub76k ★
66.9
open
246apache/icebergGitHub9.2k ★
66.5
open
247apache/pinotGitHub6.1k ★
66.5
open
248millionco/react-doctorGitHub14.7k ★
66.1
open
249bevyengine/bevyGitHub48.1k ★
65.5
open
250jgm/pandocGitHub46.2k ★
65.5
open
251rust-lang/cargoGitHub15.5k ★
65.5
open
252google-deepmind/mujocoGitHub14.9k ★
65.5
open
253cockroachdb/cockroachGitHub32.4k ★
65.2
open
254apache/druidGitHub14.1k ★
65.2
open
255elastic/elasticsearchGitHub77.9k ★
65.1
open
256pocketbase/pocketbaseGitHub61k ★
65.1
open

Tracking 371 repos · last updated