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.

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

Pi — Minimal terminal coding harness. Loads `AGENTS.md` (or `CLAUDE.md`) at startup — global, parent dirs, then cwd — per the Pi coding-agent README. Sandboxing is deferred to user-installed extensions.
Leaderboard — page 10 of 12 for Pi
RankRepoStarsScoreExternal link
289snakeyaml/snakeyamlBitbucket—
60.8
open
290tailwindlabs/tailwindcssGitHub97.5k ★
60.4
open
291drizzle-team/drizzle-ormGitHub35.7k ★
60.4
open
292microsoft/TypeScriptGitHub110.9k ★
59.9
open
293timescale/timescaledbGitHub23.5k ★
59.9
open
294hashicorp/terraformGitHub49.6k ★
59.6
open
295veloren/velorenGitLab2.4k ★
59.4
open
296graphviz/graphvizGitLab1.5k ★
59.3
open
297AUTOMATIC1111/stable-diffusion-webuiGitHub164.8k ★
59.2
open
298apache/rocketmqGitHub22.6k ★
59.2
open
299mkdocs/mkdocsGitHub22.4k ★
59.2
open
300elixir-ecto/ectoGitHub6.5k ★
59.2
open
301ash-project/ashGitHub2.5k ★
59.2
open
302flutter/aiGitHub285 ★
59.2
open
303jellyfin/jellyfinGitHub56.6k ★
58.7
open
304laravel/laravelGitHub84.9k ★
58.5
open
305dotnet/runtimeGitHub18.3k ★
58.5
open
306apache/dorisGitHub15.9k ★
58.2
open
307obsproject/obs-studioGitHub75.9k ★
57.7
open
308dart-lang/sdkGitHub11.3k ★
57.7
open
309serverpod/serverpodGitHub3.3k ★
57.7
open
310wireshark/wiresharkGitLab1.6k ★
57.7
open
311dotnet/aspnetcoreGitHub38.4k ★
57.0
open
312crystal-lang/crystalGitHub20.4k ★
57.0
open
313apache/hudiGitHub6.2k ★
57.0
open
314tokio-rs/axumGitHub27k ★
56.8
open
315stretchr/testifyGitHub26.2k ★
56.8
open
316phpstan/phpstanGitHub14.1k ★
56.8
open
317langchain-ai/langchainGitHub145.8k ★
56.3
open
318flutter/samplesGitHub19.3k ★
56.1
open
319rrousselGit/riverpodGitHub7.4k ★
56.1
open
320apache/arrowGitHub17.1k ★
55.6
open

Tracking 371 repos · last updated