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.

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
193hashicorp/vaultGitHub36.2k ★
70.8
open
194ggml-org/whisper.cppGitHub53.1k ★
70.7
open
195unclecode/crawl4aiGitHub79.2k ★
70.4
open
196starship/starshipGitHub59.5k ★
70.4
open
197Alamofire/AlamofireGitHub42.4k ★
70.4
open
198apple/swift-nioGitHub8.5k ★
70.4
open
199libeigen/eigenGitLab1.2k ★
70.4
open
200facebook/reactGitHub247.7k ★
70.3
open
201symfony/aiGitHub1.2k ★
70.1
open
202tauri-apps/tauriGitHub110.5k ★
69.7
open
203fastapi/fastapiGitHub101.8k ★
69.7
open
204explosion/spaCyGitHub33.8k ★
69.7
open
205influxdata/influxdbGitHub31.7k ★
69.7
open
206microsoft/presidioGitHub10.6k ★
69.7
open
207TanStack/queryGitHub50.2k ★
69.6
open
208kubernetes/kubernetesGitHub124.9k ★
69.3
open
209django/djangoGitHub88.7k ★
69.3
open
210ghostfolio/ghostfolioGitHub9.2k ★
69.3
open
211oban-bg/obanGitHub4k ★
69.3
open
212vercel/aiGitHub26.4k ★
69.0
open
213apache/seatunnelGitHub9.6k ★
69.0
open
214DefiLlama/defillama-appGitHub292 ★
69.0
open
215rust-lang/rustlingsGitHub63.9k ★
68.9
open
216coollabsio/coolifyGitHub60.9k ★
68.6
open
217remix-run/react-routerGitHub56.6k ★
68.5
open
218fastify/fastifyGitHub37k ★
68.5
open
219phoenixframework/phoenixGitHub23.1k ★
68.5
open
220makeplane/planeGitHub57.3k ★
68.3
open
221elixir-lang/elixirGitHub26.6k ★
68.3
open
222nikic/PHP-ParserGitHub17.5k ★
67.9
open
223clap-rs/clapGitHub16.7k ★
67.9
open
224StarRocks/starrocksGitHub12k ★
67.9
open

Tracking 353 repos · last updated