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.

Gemini CLI — Reads hierarchical `GEMINI.md` (global → workspace → component-level) at every prompt per Gemini CLI's docs. The long-context advantage favors repos that split context per directory rather than docs-heavy in general.
Leaderboard — page 10 of 12 for Gemini CLI
RankRepoStarsScoreExternal link
289numpy/numpyGitHub32.7k ★
57.6
open
290different-ai/openworkGitHub23.4k ★
57.6
open
291openai/whisperGitHub108.6k ★
57.4
open
292tokio-rs/axumGitHub27k ★
57.2
open
293stretchr/testifyGitHub26.2k ★
57.2
open
294dotnet/runtimeGitHub18.3k ★
57.0
open
295apache/hudiGitHub6.2k ★
57.0
open
296vitejs/viteGitHub82.7k ★
56.8
open
297square/okhttpGitHub47.1k ★
56.8
open
298facebookresearch/faissGitHub40.9k ★
56.8
open
299composer/composerGitHub29.5k ★
56.8
open
300laravel/aiGitHub1.1k ★
56.8
open
301tokio-rs/tokioGitHub33.1k ★
56.0
open
302microsoft/TypeScriptGitHub110.9k ★
55.9
open
303ruby/rubyGitHub23.7k ★
55.7
open
304championswimmer/TwoFacGitHub125 ★
55.6
open
305timescale/timescaledbGitHub23.5k ★
55.1
open
306crystal-lang/crystalGitHub20.4k ★
55.1
open
307gleam-lang/gleamGitHub21.9k ★
54.8
open
308square/retrofitGitHub43.9k ★
54.4
open
309graphviz/graphvizGitLab1.5k ★
54.4
open
310AUTOMATIC1111/stable-diffusion-webuiGitHub164.8k ★
53.4
open
311obsproject/obs-studioGitHub75.9k ★
53.4
open
312redpanda-data/redpandaGitHub12.5k ★
53.4
open
313dart-lang/sdkGitHub11.3k ★
53.4
open
314elixir-ecto/ectoGitHub6.5k ★
53.4
open
315serverpod/serverpodGitHub3.3k ★
53.4
open
316ash-project/ashGitHub2.5k ★
53.4
open
317wireshark/wiresharkGitLab1.6k ★
53.4
open
318flutter/aiGitHub285 ★
53.4
open
319google/guavaGitHub51.9k ★
52.7
open
320curl/curlGitHub42.8k ★
52.7
open

Tracking 371 repos · last updated