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.

Live on Peerlist Launchpad
Aider — Auto-lints on every edit by default; runs the configured test command after edits when `--test-cmd` is set (per Aider's lint/test docs). A green linter and a declared test command translate directly into successful commits.
Leaderboard — page 9 of 9 for Aider
RankRepoStarsScoreExternal link
257JetBrains/kotlinGitHub53k ★
44.2
open
258firecrawl/firecrawlGitHub138.1k ★
43.5
open
259sindresorhus/kyGitHub16.9k ★
43.2
open
260symfony/symfonyGitHub31.1k ★
43.0
open
261google/guavaGitHub51.5k ★
42.6
open
262netty/nettyGitHub35k ★
42.6
open
263postgres/postgresGitHub21.2k ★
42.6
open
264redis/redisGitHub75.1k ★
41.5
open
265spring-projects/spring-frameworkGitHub60.1k ★
40.9
open
266flutter/samplesGitHub19.2k ★
40.5
open
267mattermost/mattermostGitHub38.2k ★
40.3
open
268apache/hudiGitHub6.2k ★
40.1
open
269laravel/laravelGitHub84.6k ★
40.0
open
270expressjs/expressGitHub69.2k ★
39.2
open
271karpathy/nanochatGitHub55.4k ★
39.2
open
272opencv/opencvGitHub89.3k ★
38.9
open
273getlago/lagoGitHub10.1k ★
38.5
open
274serde-rs/serdeGitHub10.7k ★
37.8
open
275apache/cassandraGitHub9.8k ★
36.2
open
276karpathy/llm.cGitHub30.3k ★
34.5
open
277microsoft/semantic-kernelGitHub28.2k ★
34.2
open
278stripe/aiGitHub1.6k ★
32.7
open
279openai/openai-cookbookGitHub74.3k ★
32.4
open
280AvaloniaUI/AvaloniaGitHub31k ★
29.5
open
281farzaa/clickyGitHub6.9k ★
27.0
open
282anthropics/claude-codeGitHub134k ★
25.0
open
283microsoft/AIGitHub2.6k ★
19.7
open
284karpathy/nanoGPTGitHub60.1k ★
15.7
open

Tracking 284 repos · last updated