Agent Friendly Code

Which public repos are easiest for Gemini CLI to work in?

Repos from GitHub, GitLab, and Bitbucket, ranked by their Gemini CLI score rather than the average across every agent. apache/superset leads with 95.5.

The methodology lists the weight Gemini CLI gives each check and the documentation it comes from.

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
33nrwl/nxGitHub29.4k ★
81.0
open
34QwenLM/qwen-codeGitHub28.5k ★
81.0
open
35wagtail/wagtailGitHub20.5k ★
81.0
open
36strapi/strapiGitHub73.3k ★
80.9
open
37webpack/webpackGitHubBadge66.1k ★
80.9
open
38rollup/rollupGitHub26.3k ★
80.9
open
39psf/requestsGitHub54.6k ★
80.7
open
40psf/blackGitHub41.9k ★
80.7
open
41prometheus/prometheusGitHub66.5k ★
79.9
open
42delta-io/deltaGitHub9k ★
79.9
open
43gitlab-org/gitlab-runnerGitLab2.6k ★
79.9
open
44nodejs/nodeGitHub122.3k ★
79.5
open
45denoland/denoGitHub108.8k ★
79.5
open
46pytorch/pytorchGitHub104.7k ★
79.5
open
47oven-sh/bunGitHub96.2k ★
79.5
open
48ghostty-org/ghosttyGitHub62.1k ★
79.5
open
49go-gitea/giteaGitHub58.5k ★
79.5
open
50Textualize/richGitHub57.5k ★
79.5
open
51chakra-ui/chakra-uiGitHub40.7k ★
79.5
open
52forem/foremGitHub22.8k ★
79.5
open
53vitessio/vitessGitHub21.4k ★
79.5
open
54sqlalchemy/sqlalchemyGitHub12.2k ★
79.5
open
55antiwork/gumroadGitHub9.8k ★
79.5
open
56nuxt/nuxtGitHub60.9k ★
78.9
open
57gradio-app/gradioGitHub43.7k ★
78.9
open
58n8n-io/n8nGitHub207.1k ★
78.6
open
59PostHog/posthogGitHub40.2k ★
78.6
open
60vercel/turborepoGitHub31.2k ★
78.6
open
61nautechsystems/nautilus_traderGitHub29.9k ★
78.6
open
62pallets/flaskGitHub75k ★
78.3
open
63moby/mobyGitHub72.2k ★
78.2
open
64traefik/traefikGitHub65.2k ★
78.2
open

Tracking 371 repos · last updated