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.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 3 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
65meilisearch/meilisearchGitHub59.2k ★
81.9
open
66payloadcms/payloadGitHub44.6k ★
81.9
open
67mermaid-js/mermaidGitHub90.1k ★
81.7
open
68astral-sh/uvGitHub89.5k ★
81.7
open
69scikit-learn/scikit-learnGitHub67.2k ★
81.6
open
70getnao/naoGitHub1.6k ★
81.6
open
71neovim/neovimGitHub102.2k ★
81.5
open
72calcom/cal.diyGitHub48.2k ★
81.2
open
73novuhq/novuGitHub39.8k ★
81.1
open
74oxc-project/oxcGitHub22.6k ★
81.0
open
75sveltejs/kitGitHub20.8k ★
81.0
open
76moby/mobyGitHub72k ★
80.9
open
77scrapy/scrapyGitHub64.2k ★
80.8
open
78pydantic/pydanticGitHub28.7k ★
80.8
open
79openclaw/openclawGitHub389k ★
80.7
open
80mui/material-uiGitHub99k ★
80.7
open
81caddyserver/caddyGitHub75.5k ★
80.6
open
82gitlab-org/gitlabGitLab6.1k ★
80.6
open
83zed-industries/zedGitHub89.8k ★
80.4
open
84vllm-project/vllmGitHub91k ★
80.3
open
85celery/celeryGitHub28.9k ★
80.2
open
86BerriAI/litellmGitHub58.1k ★
80.1
open
87ollama/ollamaGitHub180.3k ★
80.0
open
88mastodon/mastodonGitHub50.3k ★
79.8
open
89google-gemini/gemini-cliGitHub106.8k ★
79.5
open
90gitlab-org/gitalyGitLab438 ★
79.3
open
91langflow-ai/langflowGitHub154.3k ★
79.1
open
92colinhacks/zodGitHub43.8k ★
79.0
open
93Textualize/textualGitHub37.1k ★
78.9
open
94microsoft/presidioGitHub10.8k ★
78.8
open
95withastro/astroGitHub62.3k ★
78.1
open
96apache/flinkGitHub26.3k ★
78.1
open

Tracking 371 repos · last updated