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.

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
33nautechsystems/nautilus_traderGitHub27.3k ★
90.1
open
34forem/foremGitHub22.8k ★
90.1
open
35gitlab-org/gitlab-runnerGitLab2.6k ★
89.9
open
36chakra-ui/chakra-uiGitHub40.6k ★
89.3
open
37prometheus/prometheusGitHub65.8k ★
89.2
open
38google/osv-scannerGitHub10.9k ★
89.2
open
39github/spec-kitGitHub130.9k ★
89.0
open
40All-Hands-AI/OpenHandsGitHub84.8k ★
88.9
open
41denoland/denoGitHub108.3k ★
88.7
open
42pytorch/pytorchGitHub102.6k ★
88.7
open
43oven-sh/bunGitHub95.6k ★
88.7
open
44ghostty-org/ghosttyGitHub60.1k ★
88.7
open
45vitessio/vitessGitHub21.2k ★
88.7
open
46antiwork/gumroadGitHub9.6k ★
88.7
open
47gradio-app/gradioGitHub43.4k ★
88.3
open
48n8n-io/n8nGitHub201.9k ★
88.0
open
49PostHog/posthogGitHub38.7k ★
88.0
open
50vercel/turborepoGitHub31k ★
88.0
open
51hiyouga/LlamaFactoryGitHub74.3k ★
87.6
open
52microsoft/playwrightGitHub95k ★
87.5
open
53mastra-ai/mastraGitHub27.4k ★
87.2
open
54traefik/traefikGitHub64.5k ★
87.0
open
55block/gooseGitHub53.3k ★
87.0
open
56meilisearch/meilisearchGitHub59.1k ★
86.6
open
57caddyserver/caddyGitHub75.1k ★
86.3
open
58scikit-learn/scikit-learnGitHub67k ★
86.3
open
59getnao/naoGitHub1.6k ★
86.3
open
60vllm-project/vllmGitHub89.7k ★
85.9
open
61psf/requestsGitHub54.3k ★
85.9
open
62calcom/cal.diyGitHub47.9k ★
85.9
open
63psf/blackGitHub41.8k ★
85.9
open
64sveltejs/kitGitHub20.8k ★
85.8
open

Tracking 353 repos · last updated