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.

Repo not on the board? Score any public GitHub repo live from its current commit.

Kimi CLIReads AGENTS.md as its native instruction surface (root or `.kimi-code/AGENTS.md`) per Moonshot's Kimi Code docs, and `/init` generates one — the strictest AGENTS.md-only adherent here, with no CLAUDE.md fallback. Runs shell commands step-by-step under an approval gate rather than a sandbox VM, and dispatches `explore` sub-agents with isolated contexts to map a codebase, so a large tree costs it less than a single-context agent.
Leaderboard — page 6 of 12 for Kimi CLI
RankRepoStarsScoreExternal link
161Uniswap/interfaceGitHub5.5k ★
75.1
open
162Comfy-Org/ComfyUIGitHub131.7k ★
74.9
open
163JuliaLang/juliaGitHub49.1k ★
74.9
open
164python-poetry/poetryGitHub34.3k ★
74.9
open
165supabase/supabaseGitHub108.9k ★
74.6
open
166junegunn/fzfGitHub82.8k ★
74.6
open
167run-llama/llama_indexGitHub52k ★
74.6
open
168prisma/prismaGitHub47.6k ★
74.6
open
169PowerShell/PowerShellGitHub55.3k ★
74.5
open
170huggingface/datasetsGitHub21.9k ★
74.5
open
171AutoMQ/automqGitHub10.6k ★
74.5
open
172trpc/trpcGitHub40.6k ★
74.2
open
173statelyai/xstateGitHub30.1k ★
74.2
open
174rustdesk/rustdeskGitHub122.7k ★
73.8
open
175lit/litGitHub21.8k ★
73.8
open
176pola-rs/polarsGitHub39.7k ★
73.7
open
177medusajs/medusaGitHub36.2k ★
73.7
open
178refinedev/refineGitHub35.6k ★
73.7
open
179gin-gonic/ginGitHub89.2k ★
73.5
open
180spf13/cobraGitHub44.6k ★
73.5
open
181preactjs/preactGitHub38.9k ★
73.5
open
182vercel/swrGitHub32.5k ★
73.5
open
183uber-go/zapGitHub24.6k ★
73.5
open
184ggml-org/whisper.cppGitHub53.5k ★
73.4
open
185api-platform/coreGitHub2.6k ★
73.2
open
186sharkdp/fdGitHub44.3k ★
73.1
open
187kubernetes/kubernetesGitHub126.4k ★
72.8
open
188SigNoz/signozGitHub32k ★
72.8
open
189solidjs/solidGitHub36k ★
72.5
open
190honojs/honoGitHub32.1k ★
72.5
open
191vercel/aiGitHub26.6k ★
72.4
open
192apache/paimonGitHub3.4k ★
72.3
open

Tracking 371 repos · last updated