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 3 of 12 for Gemini CLI
RankRepoStarsScoreExternal link
65aaif-goose/gooseGitHub55.2k ★
78.2
open
66microsoft/playwrightGitHub97.6k ★
78.1
open
67OpenHands/OpenHandsGitHub90.8k ★
78.1
open
68modelcontextprotocol/serversGitHub91.2k ★
77.8
open
69mermaid-js/mermaidGitHub90.6k ★
77.8
open
70mastra-ai/mastraGitHub28.7k ★
77.8
open
71meilisearch/meilisearchGitHub59.6k ★
77.5
open
72google/osv-scannerGitHub11.2k ★
77.5
open
73neovim/neovimGitHub103k ★
77.3
open
74astral-sh/uvGitHub90.7k ★
77.2
open
75pydantic/pydanticGitHub29k ★
77.2
open
76sveltejs/kitGitHub20.8k ★
76.7
open
77caddyserver/caddyGitHub77.9k ★
76.5
open
78celery/celeryGitHub29k ★
76.5
open
79oxc-project/oxcGitHub23k ★
76.5
open
80mui/material-uiGitHub99.2k ★
76.4
open
81openclaw/openclawGitHub391.8k ★
76.1
open
82vllm-project/vllmGitHub93.7k ★
76.1
open
83mastodon/mastodonGitHub50.4k ★
76.1
open
84ollama/ollamaGitHub182.9k ★
75.9
open
85hsnice16/tulaGitHub0 ★
75.6
open
86Textualize/textualGitHub37.4k ★
75.5
open
87novuhq/novuGitHub40.1k ★
75.2
open
88gitlab-org/gitalyGitLab437 ★
75.1
open
89vapor/vaporGitHub26.2k ★
75.0
open
90Shopify/cliGitHub753 ★
75.0
open
91github/spec-kitGitHub141k ★
74.9
open
92hiyouga/LlamaFactoryGitHub75.4k ★
74.9
open
93MoonshotAI/kimi-codeGitHub7.8k ★
74.8
open
94apache/seatunnelGitHub9.7k ★
74.7
open
95scikit-learn/scikit-learnGitHub67.6k ★
74.2
open
96chroma-core/chromaGitHub29.5k ★
74.2
open

Tracking 371 repos · last updated