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.

Devin — Operates from a sandboxed Ubuntu VM and runs an 8-step machine setup (deps, secrets, language versions, lint/test commands) per Cognition's repo-setup docs. CI config files alone aren't what the docs ask for — a runnable dev environment is.
Leaderboard — page 2 of 11 for Devin
RankRepoStarsScoreExternal link
33strapi/strapiGitHub72.7k ★
88.6
open
34webpack/webpackGitHub65.8k ★
88.6
open
35rollup/rollupGitHub26.3k ★
88.6
open
36prometheus/prometheusGitHub65.3k ★
88.4
open
37google/osv-scannerGitHub10.7k ★
88.4
open
38getnao/naoGitHub1.4k ★
88.4
open
39hiyouga/LlamaFactoryGitHub73.5k ★
88.1
open
40chakra-ui/chakra-uiGitHub40.5k ★
87.4
open
41openclaw/openclawGitHub384k ★
87.3
open
42denoland/denoGitHub107.8k ★
87.3
open
43pytorch/pytorchGitHub101.9k ★
87.3
open
44oven-sh/bunGitHub95k ★
87.3
open
45ghostty-org/ghosttyGitHub58.6k ★
87.3
open
46calcom/cal.diyGitHub46.7k ★
87.3
open
47forem/foremGitHub22.8k ★
87.3
open
48celery/celeryGitHub28.7k ★
87.1
open
49gitlab-org/gitlab-runnerGitLab2.6k ★
87.1
open
50scrapy/scrapyGitHub63.4k ★
86.8
open
51pydantic/pydanticGitHub28.4k ★
86.8
open
52n8n-io/n8nGitHub197.7k ★
86.4
open
53PostHog/posthogGitHub37.3k ★
86.4
open
54vercel/turborepoGitHub30.8k ★
86.4
open
55gitlab-org/gitlabGitLab6.1k ★
86.4
open
56traefik/traefikGitHub64.1k ★
86.1
open
57block/gooseGitHub51.6k ★
86.1
open
58mastodon/mastodonGitHub50.1k ★
86.0
open
59payloadcms/payloadGitHub43.8k ★
86.0
open
60gradio-app/gradioGitHub43.2k ★
85.7
open
61antiwork/gumroadGitHub9.5k ★
85.7
open
62mastra-ai/mastraGitHub26.5k ★
85.1
open
63google-gemini/gemini-cliGitHub106.1k ★
84.8
open
64moby/mobyGitHub71.9k ★
84.5
open

Tracking 332 repos · last updated