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 10 of 12 for Kimi CLI
RankRepoStarsScoreExternal link
289apache/rocketmqGitHub22.6k ★
60.8
open
290laravel/aiGitHub1.1k ★
60.8
open
291microsoft/TypeScriptGitHub110.9k ★
60.6
open
292dotnet/aspnetcoreGitHub38.4k ★
60.6
open
293crystal-lang/crystalGitHub20.4k ★
60.6
open
294alacritty/alacrittyGitHub65.6k ★
60.4
open
295jellyfin/jellyfinGitHub56.6k ★
60.4
open
296championswimmer/TwoFacGitHub125 ★
60.4
open
297veloren/velorenGitLab2.4k ★
60.1
open
298timescale/timescaledbGitHub23.5k ★
59.2
open
299dotnet/runtimeGitHub18.3k ★
59.2
open
300graphviz/graphvizGitLab1.5k ★
58.6
open
301apache/hudiGitHub6.2k ★
58.3
open
302tokio-rs/axumGitHub27k ★
58.2
open
303stretchr/testifyGitHub26.2k ★
58.2
open
304langchain-ai/langchainGitHub145.8k ★
58.0
open
305square/okhttpGitHub47.1k ★
58.0
open
306apache/dorisGitHub15.9k ★
57.9
open
307mkdocs/mkdocsGitHub22.4k ★
57.7
open
308curl/curlGitHub42.8k ★
57.6
open
309obsproject/obs-studioGitHub75.9k ★
57.5
open
310ruby/rubyGitHub23.7k ★
57.5
open
311dart-lang/sdkGitHub11.3k ★
57.5
open
312serverpod/serverpodGitHub3.3k ★
57.5
open
313wireshark/wiresharkGitLab1.6k ★
57.5
open
314laravel/laravelGitHub84.9k ★
57.2
open
315gleam-lang/gleamGitHub21.9k ★
57.2
open
316tokio-rs/tokioGitHub33.1k ★
57.0
open
317phpstan/phpstanGitHub14.1k ★
57.0
open
318Significant-Gravitas/AutoGPTGitHub187.2k ★
56.8
open
319ash-project/ashGitHub2.5k ★
56.6
open
320AUTOMATIC1111/stable-diffusion-webuiGitHub164.8k ★
56.3
open

Tracking 371 repos · last updated