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.

PiMinimal 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 12 of 12 for Pi
RankRepoStarsScoreExternal link
353getlago/lagoGitHub10.5k ★
44.4
open
354opencv/opencvGitHub90.7k ★
42.7
open
355karpathy/nanochatGitHub57.8k ★
42.3
open
356AvaloniaUI/AvaloniaGitHub31.5k ★
42.3
open
357dotnet/mauiGitHub23.3k ★
42.3
open
358nim-lang/NimGitHub18.2k ★
41.5
open
359karpathy/llm.cGitHub30.9k ★
41.1
open
360microsoft/semantic-kernelGitHub28.5k ★
40.8
open
361apache/cassandraGitHub10.1k ★
40.8
open
362ocaml/ocamlGitHub6.6k ★
40.4
open
363ziglang/zigGitHub43.3k ★
38.2
open
364stripe/aiGitHub1.8k ★
37.0
open
365farzaa/clickyGitHub7.5k ★
33.8
open
366anthropics/claude-codeGitHub144.2k ★
31.3
open
367golang/goGitHub137.6k ★
31.0
open
368microsoft/AIGitHub2.8k ★
23.2
open
369multicoreware/x265_gitBitbucket
22.4
open
370ocornut/imguiGitHub76.1k ★
19.7
open
371karpathy/nanoGPTGitHub62.9k ★
19.0
open

Tracking 371 repos · last updated