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.

Claude Code — Loads CLAUDE.md at the start of every conversation per Anthropic's memory docs, so AGENTS.md / CLAUDE.md and a fast test loop carry the most weight.
Leaderboard — page 10 of 11 for Claude Code
RankRepoStarsScoreExternal link
289Significant-Gravitas/AutoGPTGitHub185.7k ★
55.9
open
290google-deepmind/mujocoGitHub14.3k ★
55.9
open
291square/retrofitGitHub43.9k ★
55.7
open
292dotnet/runtimeGitHub18.1k ★
55.7
open
293jekyll/jekyllGitHub51.6k ★
54.3
open
294google/guavaGitHub51.5k ★
53.7
open
295netty/nettyGitHub35k ★
53.7
open
296flutter/flutterGitHub177.9k ★
52.6
open
297firecrawl/firecrawlGitHub155.1k ★
52.6
open
298openssl/opensslGitHub30.5k ★
52.6
open
299rayon-rs/rayonGitHub13.2k ★
52.6
open
300seanmonstar/reqwestGitHub11.7k ★
52.6
open
301spring-projects/spring-bootGitHub81.2k ★
52.4
open
302redis/redisGitHub75.6k ★
51.7
open
303spring-projects/spring-frameworkGitHub60.1k ★
51.7
open
304sindresorhus/kyGitHub17k ★
50.5
open
305cloudflare/aiGitHub1.1k ★
50.5
open
306JetBrains/kotlinGitHub53.2k ★
50.4
open
307postgres/postgresGitHub21.6k ★
50.3
open
308apple/swiftGitHub70.2k ★
50.0
open
309getlago/lagoGitHub10.2k ★
49.1
open
310mattermost/mattermostGitHub38.5k ★
48.7
open
311sgl-project/sglangGitHub30.7k ★
47.8
open
312flutter/samplesGitHub19.2k ★
46.7
open
313expressjs/expressGitHub69.2k ★
46.6
open
314opencv/opencvGitHub90.1k ★
44.7
open
315serde-rs/serdeGitHub10.7k ★
44.7
open
316laravel/laravelGitHub84.7k ★
44.1
open
317karpathy/llm.cGitHub30.6k ★
43.8
open
318microsoft/semantic-kernelGitHub28.4k ★
43.8
open
319symfony/symfonyGitHub31.1k ★
43.4
open
320dotnet/mauiGitHub23.3k ★
43.4
open

Tracking 332 repos · last updated