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.

Gemini CLI — Reads hierarchical `GEMINI.md` (global → workspace → component-level) at every prompt per Gemini CLI's docs. The long-context advantage favors repos that split context per directory rather than docs-heavy in general.
Leaderboard — page 2 of 12 for Gemini CLI
RankRepoStarsScoreExternal link
33webpack/webpackGitHub66k ★
80.9
open
34rollup/rollupGitHub26.3k ★
80.9
open
35psf/requestsGitHub54.3k ★
80.7
open
36psf/blackGitHub41.8k ★
80.7
open
37nuxt/nuxtGitHub60.8k ★
80.6
open
38nautechsystems/nautilus_traderGitHub27.3k ★
80.3
open
39prometheus/prometheusGitHub65.8k ★
79.9
open
40google/osv-scannerGitHub10.9k ★
79.9
open
41gitlab-org/gitlab-runnerGitLab2.6k ★
79.9
open
42denoland/denoGitHub108.3k ★
79.5
open
43pytorch/pytorchGitHub102.6k ★
79.5
open
44oven-sh/bunGitHub95.6k ★
79.5
open
45ghostty-org/ghosttyGitHub60.1k ★
79.5
open
46Textualize/richGitHub57.1k ★
79.5
open
47chakra-ui/chakra-uiGitHub40.6k ★
79.5
open
48forem/foremGitHub22.8k ★
79.5
open
49vitessio/vitessGitHub21.2k ★
79.5
open
50sqlalchemy/sqlalchemyGitHub12.1k ★
79.5
open
51antiwork/gumroadGitHub9.6k ★
79.5
open
52gradio-app/gradioGitHub43.4k ★
78.9
open
53n8n-io/n8nGitHub201.9k ★
78.6
open
54PostHog/posthogGitHub38.7k ★
78.6
open
55vercel/turborepoGitHub31k ★
78.6
open
56pallets/flaskGitHub72.1k ★
78.3
open
57traefik/traefikGitHub64.5k ★
78.2
open
58block/gooseGitHub53.3k ★
78.2
open
59microsoft/playwrightGitHub95k ★
78.1
open
60All-Hands-AI/OpenHandsGitHub84.8k ★
78.1
open
61mastra-ai/mastraGitHub27.4k ★
77.8
open
62payloadcms/payloadGitHub44.3k ★
77.7
open
63meilisearch/meilisearchGitHub59.1k ★
77.5
open
64scrapy/scrapyGitHub64k ★
77.2
open

Tracking 353 repos · last updated