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
Pi — Minimal terminal coding harness. Loads `AGENTS.md` (or `CLAUDE.md`) at startup — global, parent dirs, then cwd — per the Pi coding-agent README. Sandboxing is deferred to user-installed extensions.
Leaderboard — page 5 of 6 for Pi
RankRepoStarsScoreExternal link
129ray-project/rayGitHub42.4k ★
55.4
open
130tokio-rs/tokioGitHub31.8k ★
55.4
open
131Significant-Gravitas/AutoGPTGitHub183.9k ★
54.6
open
132neovim/neovimGitHub99.2k ★
54.2
open
133expressjs/expressGitHub69k ★
53.0
open
134firecrawl/firecrawlGitHub112.9k ★
51.1
open
135elastic/elasticsearchGitHub76.6k ★
50.7
open
136apache/kafkaGitHub32.5k ★
50.7
open
137symfony/aiGitHub1.1k ★
50.0
open
138redis/redisGitHub74.1k ★
49.3
open
139flutter/aiGitHub256 ★
47.9
open
140google-deepmind/mujocoGitHub13.3k ★
46.5
open
141laravel/aiGitHub853 ★
46.5
open
142ggml-org/whisper.cppGitHub49.1k ★
45.1
open
143serde-rs/serdeGitHub10.6k ★
45.1
open
144flutter/samplesGitHub19.1k ★
44.8
open
145curl/curlGitHub41.7k ★
44.6
open
146karpathy/llm.cGitHub29.7k ★
43.7
open
147h4ckf0r0day/obscuraGitHub7.6k ★
43.7
open
148apple/swiftGitHub69.9k ★
42.3
open
149karpathy/nanochatGitHub52.7k ★
42.3
open
150JetBrains/kotlinGitHub52.7k ★
42.3
open
151facebookresearch/faissGitHub39.9k ★
40.8
open
152openai/openai-cookbookGitHub73.1k ★
40.1
open
153stripe/aiGitHub1.5k ★
37.0
open
154obsproject/obs-studioGitHub72k ★
36.6
open
155championswimmer/TwoFacGitHub114 ★
36.6
open
156spring-projects/spring-frameworkGitHub59.9k ★
35.9
open
157google/guavaGitHub51.5k ★
35.9
open
158farzaa/clickyGitHub5.1k ★
33.8
open
159snakeyaml/snakeyamlBitbucket—
33.8
open
160anthropics/claude-codeGitHub118.9k ★
31.3
open

Tracking 163 repos · last updated