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
OpenHands — Runs in a sandboxed container and executes `.openhands/setup.sh` at session start per OpenHands' repo-customization docs. Root AGENTS.md is now the preferred always-on instruction surface (microagents are deprecated in favor of it).
Leaderboard — page 5 of 6 for OpenHands
RankRepoStarsScoreExternal link
129expressjs/expressGitHub69k ★
55.2
open
130redis/redisGitHub74.1k ★
54.8
open
131apache/kafkaGitHub32.5k ★
54.8
open
132ray-project/rayGitHub42.4k ★
52.8
open
133vapor/vaporGitHub26k ★
51.0
open
134Significant-Gravitas/AutoGPTGitHub183.9k ★
50.8
open
135langchain-ai/langchainGitHub135.3k ★
50.8
open
136google-deepmind/mujocoGitHub13.3k ★
50.6
open
137karpathy/llm.cGitHub29.7k ★
50.0
open
138flutter/samplesGitHub19.1k ★
49.8
open
139curl/curlGitHub41.7k ★
49.5
open
140flutter/aiGitHub256 ★
49.0
open
141symfony/aiGitHub1.1k ★
48.4
open
142elastic/elasticsearchGitHub76.6k ★
48.3
open
143serde-rs/serdeGitHub10.6k ★
47.9
open
144ggml-org/whisper.cppGitHub49.1k ★
47.5
open
145laravel/aiGitHub853 ★
47.5
open
146firecrawl/firecrawlGitHub112.9k ★
46.8
open
147h4ckf0r0day/obscuraGitHub7.6k ★
44.8
open
148facebookresearch/faissGitHub39.9k ★
44.4
open
149spring-projects/spring-frameworkGitHub59.9k ★
43.2
open
150google/guavaGitHub51.5k ★
43.2
open
151stripe/aiGitHub1.5k ★
41.6
open
152obsproject/obs-studioGitHub72k ★
40.0
open
153karpathy/nanochatGitHub52.7k ★
38.5
open
154snakeyaml/snakeyamlBitbucket—
38.1
open
155openai/openai-cookbookGitHub73.1k ★
38.0
open
156anthropics/claude-codeGitHub118.9k ★
36.5
open
157apple/swiftGitHub69.9k ★
35.8
open
158JetBrains/kotlinGitHub52.7k ★
33.7
open
159championswimmer/TwoFacGitHub114 ★
30.2
open
160spring-projects/spring-bootGitHub80.5k ★
28.6
open

Tracking 163 repos · last updated