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.

Pi — Minimal terminal coding harness. Loads `AGENTS.md` (or `CLAUDE.md`) at startup — global, parent dirs, then cwd — per the Pi coding-agent README. Sandboxing is deferred to user-installed extensions.
Leaderboard — page 2 of 12 for Pi
RankRepoStarsScoreExternal link
33nuxt/nuxtGitHub60.8k ★
90.4
open
34nautechsystems/nautilus_traderGitHub28.4k ★
90.1
open
35forem/foremGitHub22.8k ★
90.1
open
36gitlab-org/gitlab-runnerGitLab2.6k ★
89.9
open
37chakra-ui/chakra-uiGitHub40.6k ★
89.3
open
38prometheus/prometheusGitHub66k ★
89.2
open
39google/osv-scannerGitHub11k ★
89.2
open
40All-Hands-AI/OpenHandsGitHub86.3k ★
88.9
open
41nodejs/nodeGitHub120.7k ★
88.7
open
42denoland/denoGitHub108.4k ★
88.7
open
43pytorch/pytorchGitHub102.8k ★
88.7
open
44oven-sh/bunGitHub95.9k ★
88.7
open
45ghostty-org/ghosttyGitHub60.7k ★
88.7
open
46go-gitea/giteaGitHub57.8k ★
88.7
open
47vitessio/vitessGitHub21.3k ★
88.7
open
48antiwork/gumroadGitHub9.7k ★
88.7
open
49gradio-app/gradioGitHub43.5k ★
88.3
open
50n8n-io/n8nGitHub203.5k ★
88.0
open
51PostHog/posthogGitHub39.6k ★
88.0
open
52vercel/turborepoGitHub31.1k ★
88.0
open
53github/spec-kitGitHub133.6k ★
87.6
open
54astral-sh/uvGitHub89.5k ★
87.6
open
55hiyouga/LlamaFactoryGitHub74.6k ★
87.6
open
56microsoft/playwrightGitHub95.7k ★
87.5
open
57mastra-ai/mastraGitHub27.7k ★
87.2
open
58traefik/traefikGitHub64.8k ★
87.0
open
59block/gooseGitHub53.9k ★
87.0
open
60meilisearch/meilisearchGitHub59.2k ★
86.6
open
61caddyserver/caddyGitHub75.5k ★
86.3
open
62scikit-learn/scikit-learnGitHub67.2k ★
86.3
open
63getnao/naoGitHub1.6k ★
86.3
open
64vllm-project/vllmGitHub91k ★
85.9
open

Tracking 371 repos · last updated