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
Aider — Auto-lints on every edit by default; runs the configured test command after edits when `--test-cmd` is set (per Aider's lint/test docs). A green linter and a declared test command translate directly into successful commits.
Leaderboard — page 5 of 6 for Aider
RankRepoStarsScoreExternal link
129vapor/vaporGitHub26k ★
48.6
open
130neovim/neovimGitHub99.2k ★
47.3
open
131expressjs/expressGitHub69k ★
47.3
open
132langchain-ai/langchainGitHub135.3k ★
46.6
open
133apache/kafkaGitHub32.5k ★
46.2
open
134Significant-Gravitas/AutoGPTGitHub183.9k ★
45.9
open
135elastic/elasticsearchGitHub76.6k ★
45.7
open
136firecrawl/firecrawlGitHub112.9k ★
43.5
open
137redis/redisGitHub74.1k ★
43.5
open
138flutter/aiGitHub256 ★
43.2
open
139apple/swiftGitHub69.9k ★
43.0
open
140laravel/aiGitHub853 ★
42.2
open
141symfony/aiGitHub1.1k ★
41.9
open
142google-deepmind/mujocoGitHub13.3k ★
40.8
open
143flutter/samplesGitHub19.1k ★
40.5
open
144curl/curlGitHub41.7k ★
39.9
open
145ggml-org/whisper.cppGitHub49.1k ★
39.5
open
146karpathy/nanochatGitHub52.7k ★
39.2
open
147JetBrains/kotlinGitHub52.7k ★
38.1
open
148serde-rs/serdeGitHub10.6k ★
37.8
open
149facebookresearch/faissGitHub39.9k ★
36.8
open
150karpathy/llm.cGitHub29.7k ★
36.5
open
151h4ckf0r0day/obscuraGitHub7.6k ★
36.5
open
152obsproject/obs-studioGitHub72k ★
33.5
open
153stripe/aiGitHub1.5k ★
32.7
open
154openai/openai-cookbookGitHub73.1k ★
32.4
open
155spring-projects/spring-frameworkGitHub59.9k ★
31.1
open
156google/guavaGitHub51.5k ★
31.1
open
157snakeyaml/snakeyamlBitbucket—
28.6
open
158championswimmer/TwoFacGitHub114 ★
28.4
open
159farzaa/clickyGitHub5.1k ★
27.0
open
160anthropics/claude-codeGitHub118.9k ★
25.0
open

Tracking 163 repos · last updated