Which public repos are easiest for AI coding agents to work in?

Repos from GitHub, GitLab, and Bitbucket, scored on what each agent looks for, then ranked.

Checking a package you use? Check any npm / PyPI / Cargo package by name.

Your own codebase? Score any public GitHub repo from its latest commit, run the agent skill inside it, or add the GitHub Action to score every pull request.

Overall (average of all agents) — The average of every agent's score.
Leaderboard — page 2 of 12 for Overall (average of all agents)
RankRepoStarsScoreExternal link
33strapi/strapiGitHub73.3k ★
85.9
open
34webpack/webpackGitHubBadge66.1k ★
85.9
open
35rollup/rollupGitHub26.3k ★
85.9
open
36nautechsystems/nautilus_traderGitHub29.9k ★
85.3
open
37forem/foremGitHub22.8k ★
85.1
open
38BerriAI/litellmGitHub61k ★
85.0
open
39psf/requestsGitHub54.6k ★
84.9
open
40psf/blackGitHub41.9k ★
84.9
open
41prometheus/prometheusGitHub66.5k ★
84.7
open
42PostHog/posthogGitHub40.2k ★
84.7
open
43delta-io/deltaGitHub9k ★
84.7
open
44gitlab-org/gitlab-runnerGitLab2.6k ★
84.7
open
45nodejs/nodeGitHub122.3k ★
84.4
open
46denoland/denoGitHub108.8k ★
84.4
open
47pytorch/pytorchGitHub104.4k ★
84.4
open
48oven-sh/bunGitHub96.2k ★
84.4
open
49ghostty-org/ghosttyGitHub62.1k ★
84.4
open
50go-gitea/giteaGitHub58.4k ★
84.4
open
51vitessio/vitessGitHub21.4k ★
84.4
open
52antiwork/gumroadGitHub9.8k ★
84.4
open
53chakra-ui/chakra-uiGitHub40.7k ★
84.3
open
54OpenHands/OpenHandsGitHub90.6k ★
83.8
open
55Textualize/richGitHub57.5k ★
83.6
open
56sqlalchemy/sqlalchemyGitHub12.2k ★
83.6
open
57nuxt/nuxtGitHub60.9k ★
83.5
open
58gradio-app/gradioGitHub43.7k ★
83.5
open
59n8n-io/n8nGitHub207k ★
83.4
open
60vercel/turborepoGitHub31.2k ★
83.4
open
61traefik/traefikGitHub65.2k ★
82.8
open
62aaif-goose/gooseGitHub55.2k ★
82.8
open
63microsoft/playwrightGitHub97.5k ★
82.6
open
64mastra-ai/mastraGitHub28.7k ★
82.4
open

Tracking 371 repos · last updated