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 5 of 12 for Gemini CLI
RankRepoStarsScoreExternal link
129gin-gonic/ginGitHub89.1k ★
70.7
open
130run-llama/llama_indexGitHub51.8k ★
70.7
open
131spf13/cobraGitHub44.5k ★
70.7
open
132uber-go/zapGitHub24.6k ★
70.7
open
133h4ckf0r0day/obscuraGitHub22.1k ★
70.7
open
134privy-io/go-sdkGitHub3 ★
70.7
open
135trpc/trpcGitHub40.5k ★
70.3
open
136pandas-dev/pandasGitHub49.5k ★
70.2
open
137pola-rs/polarsGitHub39.4k ★
70.2
open
138MoonshotAI/kimi-codeGitHub7k ★
70.2
open
139modelcontextprotocol/serversGitHub89.8k ★
69.9
open
140solidjs/solidGitHub35.9k ★
69.9
open
141refinedev/refineGitHub35.6k ★
69.9
open
142honojs/honoGitHub31.8k ★
69.9
open
143sharkdp/fdGitHub44.2k ★
69.8
open
144preactjs/preactGitHub38.8k ★
69.5
open
145vercel/swrGitHub32.5k ★
69.5
open
146delta-io/deltaGitHub8.9k ★
69.5
open
147TheOrcDev/8bitcn-uiGitHub2k ★
69.5
open
148cline/clineGitHub66.7k ★
69.3
open
149tldraw/tldrawGitHub49.9k ★
69.3
open
150plausible/analyticsGitHub28.7k ★
69.3
open
151ml-explore/mlxGitHub28.1k ★
69.3
open
152guzzle/guzzleGitHub23.5k ★
69.3
open
153electric-sql/electricGitHub10.3k ★
69.3
open
154sharkdp/batGitHub60.2k ★
69.2
open
155nlohmann/jsonGitHub50.4k ★
69.2
open
156SigNoz/signozGitHub31.9k ★
69.2
open
157vuejs/coreGitHub54.2k ★
68.8
open
158huggingface/diffusersGitHub34.4k ★
68.6
open
159hashicorp/vaultGitHub36.2k ★
68.5
open
160prettier/prettierGitHub52.2k ★
68.4
open

Tracking 353 repos · last updated