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 11 for Pi
RankRepoStarsScoreExternal link
33forem/foremGitHub22.8k ★
90.1
open
34gitlab-org/gitlab-runnerGitLab2.6k ★
89.9
open
35chakra-ui/chakra-uiGitHub40.6k ★
89.3
open
36prometheus/prometheusGitHub65.7k ★
89.2
open
37google/osv-scannerGitHub10.8k ★
89.2
open
38github/spec-kitGitHub129.1k ★
89.0
open
39denoland/denoGitHub108.2k ★
88.7
open
40pytorch/pytorchGitHub102.4k ★
88.7
open
41oven-sh/bunGitHub95.4k ★
88.7
open
42ghostty-org/ghosttyGitHub59.7k ★
88.7
open
43antiwork/gumroadGitHub9.6k ★
88.7
open
44gradio-app/gradioGitHub43.4k ★
88.3
open
45n8n-io/n8nGitHub200.7k ★
88.0
open
46PostHog/posthogGitHub37.7k ★
88.0
open
47vercel/turborepoGitHub30.9k ★
88.0
open
48hiyouga/LlamaFactoryGitHub74.1k ★
87.6
open
49microsoft/playwrightGitHub94.5k ★
87.5
open
50mastra-ai/mastraGitHub27.2k ★
87.2
open
51traefik/traefikGitHub64.4k ★
87.0
open
52block/gooseGitHub52.8k ★
87.0
open
53meilisearch/meilisearchGitHub59k ★
86.6
open
54caddyserver/caddyGitHub74.9k ★
86.3
open
55scikit-learn/scikit-learnGitHub67k ★
86.3
open
56getnao/naoGitHub1.6k ★
86.3
open
57vllm-project/vllmGitHub89.1k ★
85.9
open
58psf/requestsGitHub54.2k ★
85.9
open
59calcom/cal.diyGitHub47.6k ★
85.9
open
60psf/blackGitHub41.8k ★
85.9
open
61sveltejs/kitGitHub20.7k ★
85.8
open
62Shopify/cliGitHub731 ★
85.8
open
63mui/material-uiGitHub98.8k ★
85.4
open
64gitlab-org/gitlabGitLab6.1k ★
85.4
open

Tracking 332 repos · last updated