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
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 9 of 9 for Gemini CLI
RankRepoStarsScoreExternal link
257langchain-ai/langchainGitHub140k ★
48.5
open
258jekyll/jekyllGitHub51.5k ★
47.6
open
259Significant-Gravitas/AutoGPTGitHub185.1k ★
47.5
open
260sindresorhus/kyGitHub16.9k ★
46.8
open
261apple/swiftGitHub70.1k ★
46.6
open
262serde-rs/serdeGitHub10.7k ★
46.6
open
263redis/redisGitHub75.1k ★
45.3
open
264firecrawl/firecrawlGitHub138.1k ★
44.7
open
265postgres/postgresGitHub21.2k ★
44.5
open
266flutter/samplesGitHub19.2k ★
44.1
open
267getlago/lagoGitHub10.1k ★
43.4
open
268symfony/symfonyGitHub31.1k ★
43.2
open
269JetBrains/kotlinGitHub53k ★
42.6
open
270opencv/opencvGitHub89.3k ★
42.4
open
271laravel/laravelGitHub84.6k ★
41.5
open
272mattermost/mattermostGitHub38.2k ★
41.3
open
273karpathy/llm.cGitHub30.3k ★
40.8
open
274expressjs/expressGitHub69.2k ★
40.0
open
275microsoft/semantic-kernelGitHub28.2k ★
38.9
open
276karpathy/nanochatGitHub55.4k ★
38.6
open
277stripe/aiGitHub1.6k ★
36.7
open
278openai/openai-cookbookGitHub74.3k ★
35.8
open
279apache/cassandraGitHub9.8k ★
34.1
open
280AvaloniaUI/AvaloniaGitHub31k ★
33.0
open
281anthropics/claude-codeGitHub134k ★
31.7
open
282farzaa/clickyGitHub6.9k ★
27.3
open
283microsoft/AIGitHub2.6k ★
23.3
open
284karpathy/nanoGPTGitHub60.1k ★
18.7
open

Tracking 284 repos · last updated