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
Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 5 of 6 for Overall (average across models)
RankRepoStarsScoreExternal link
129expressjs/expressGitHub69k ★
53.2
open
130ray-project/rayGitHub42.4k ★
53.2
open
131langchain-ai/langchainGitHub135.3k ★
53.0
open
132vapor/vaporGitHub26k ★
53.0
open
133Significant-Gravitas/AutoGPTGitHub183.9k ★
51.6
open
134apache/kafkaGitHub32.5k ★
51.5
open
135redis/redisGitHub74.1k ★
50.9
open
136firecrawl/firecrawlGitHub112.9k ★
48.4
open
137symfony/aiGitHub1.1k ★
48.4
open
138elastic/elasticsearchGitHub76.6k ★
48.2
open
139flutter/aiGitHub256 ★
47.7
open
140google-deepmind/mujocoGitHub13.3k ★
46.8
open
141laravel/aiGitHub853 ★
46.4
open
142serde-rs/serdeGitHub10.6k ★
46.3
open
143curl/curlGitHub41.7k ★
46.2
open
144flutter/samplesGitHub19.1k ★
46.2
open
145ggml-org/whisper.cppGitHub49.1k ★
45.8
open
146karpathy/llm.cGitHub29.7k ★
45.7
open
147h4ckf0r0day/obscuraGitHub7.6k ★
44.8
open
148facebookresearch/faissGitHub39.9k ★
41.7
open
149karpathy/nanochatGitHub52.7k ★
40.6
open
150apple/swiftGitHub69.9k ★
39.6
open
151JetBrains/kotlinGitHub52.7k ★
38.8
open
152openai/openai-cookbookGitHub73.1k ★
38.6
open
153spring-projects/spring-frameworkGitHub59.9k ★
38.4
open
154google/guavaGitHub51.5k ★
38.4
open
155stripe/aiGitHub1.5k ★
38.3
open
156obsproject/obs-studioGitHub72k ★
37.8
open
157snakeyaml/snakeyamlBitbucket—
35.2
open
158championswimmer/TwoFacGitHub114 ★
33.2
open
159anthropics/claude-codeGitHub118.9k ★
33.1
open
160farzaa/clickyGitHub5.1k ★
29.6
open

Tracking 163 repos · last updated