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
Overall (average across models)Simple average of every per-model score.
Leaderboard — page 9 of 9 for Overall (average across models)
RankRepoStarsScoreExternal link
257Significant-Gravitas/AutoGPTGitHub185.2k ★
51.6
open
258spring-projects/spring-frameworkGitHub60.1k ★
51.2
open
259apache/hudiGitHub6.2k ★
49.9
open
260apple/swiftGitHub70.1k ★
49.4
open
261firecrawl/firecrawlGitHub138.6k ★
48.4
open
262sindresorhus/kyGitHub17k ★
48.4
open
263redis/redisGitHub75.1k ★
48.1
open
264postgres/postgresGitHub21.3k ★
47.7
open
265serde-rs/serdeGitHub10.7k ★
46.3
open
266flutter/samplesGitHub19.2k ★
46.2
open
267getlago/lagoGitHub10.1k ★
46.0
open
268symfony/symfonyGitHub31.1k ★
45.3
open
269JetBrains/kotlinGitHub53k ★
45.2
open
270mattermost/mattermostGitHub38.2k ★
44.6
open
271opencv/opencvGitHub89.4k ★
44.3
open
272expressjs/expressGitHub69.2k ★
43.7
open
273laravel/laravelGitHub84.6k ★
43.5
open
274karpathy/llm.cGitHub30.3k ★
42.9
open
275microsoft/semantic-kernelGitHub28.2k ★
40.9
open
276karpathy/nanochatGitHub55.4k ★
40.6
open
277openai/openai-cookbookGitHub74.4k ★
38.6
open
278apache/cassandraGitHub9.8k ★
38.3
open
279stripe/aiGitHub1.6k ★
38.3
open
280anthropics/claude-codeGitHub134.2k ★
33.1
open
281AvaloniaUI/AvaloniaGitHub31k ★
33.0
open
282farzaa/clickyGitHub6.9k ★
29.6
open
283microsoft/AIGitHub2.6k ★
24.0
open
284karpathy/nanoGPTGitHub60.1k ★
18.9
open

Tracking 284 repos · last updated