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.

Repo not on the board? Score any public GitHub repo live from its current commit.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 2 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
33nuxt/nuxtGitHub60.8k ★
85.4
open
34nautechsystems/nautilus_traderGitHub28.4k ★
85.3
open
35forem/foremGitHub22.8k ★
85.1
open
36psf/requestsGitHub54.3k ★
84.9
open
37psf/blackGitHub41.8k ★
84.9
open
38prometheus/prometheusGitHub66k ★
84.7
open
39PostHog/posthogGitHub39.6k ★
84.7
open
40google/osv-scannerGitHub11k ★
84.7
open
41gitlab-org/gitlab-runnerGitLab2.6k ★
84.7
open
42nodejs/nodeGitHub120.7k ★
84.4
open
43denoland/denoGitHub108.4k ★
84.4
open
44pytorch/pytorchGitHub102.8k ★
84.4
open
45oven-sh/bunGitHub95.9k ★
84.4
open
46ghostty-org/ghosttyGitHub60.7k ★
84.4
open
47go-gitea/giteaGitHub57.8k ★
84.4
open
48vitessio/vitessGitHub21.3k ★
84.4
open
49antiwork/gumroadGitHub9.7k ★
84.4
open
50chakra-ui/chakra-uiGitHub40.6k ★
84.3
open
51All-Hands-AI/OpenHandsGitHub86.3k ★
83.8
open
52Textualize/richGitHub57.3k ★
83.6
open
53sqlalchemy/sqlalchemyGitHub12.1k ★
83.6
open
54gradio-app/gradioGitHub43.5k ★
83.5
open
55n8n-io/n8nGitHub203.5k ★
83.4
open
56vercel/turborepoGitHub31.1k ★
83.4
open
57traefik/traefikGitHub64.8k ★
82.8
open
58block/gooseGitHub53.9k ★
82.8
open
59microsoft/playwrightGitHub95.7k ★
82.6
open
60mastra-ai/mastraGitHub27.7k ★
82.4
open
61Shopify/cliGitHub741 ★
82.4
open
62github/spec-kitGitHub133.6k ★
82.3
open
63hiyouga/LlamaFactoryGitHub74.6k ★
82.3
open
64pallets/flaskGitHub72.2k ★
82.1
open

Tracking 371 repos · last updated