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.

Claude Code — Loads CLAUDE.md at the start of every conversation per Anthropic's memory docs, so AGENTS.md / CLAUDE.md and a fast test loop carry the most weight.
Leaderboard — page 1 of 11 for Claude Code
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1.1k ★
98.0
open
2ggml-org/llama.cppGitHub121.4k ★
96.7
open
3surrealdb/surrealdbGitHub32.7k ★
96.7
open
4GreptimeTeam/greptimedbGitHub6.5k ★
96.7
open
5axios/axiosGitHubBadge109.1k ★
96.4
open
6aio-libs/aiohttpGitHub16.5k ★
96.4
open
7wormhole-foundation/wormhole-connectGitHub115 ★
95.3
open
8hsnice16/agent-friendly-codeGitHubBadge2 ★
95.3
open
9excalidraw/excalidrawGitHub128.2k ★
94.7
open
10apache/supersetGitHub73.9k ★
94.7
open
11scikit-learn/scikit-learnGitHub66.8k ★
94.7
open
12milvus-io/milvusGitHub45.4k ★
94.7
open
13streamlit/streamlitGitHub45.3k ★
94.7
open
14pingcap/tidbGitHub40.3k ★
94.7
open
15weaviate/weaviateGitHub16.6k ★
94.7
open
16sqlfluff/sqlfluffGitHub9.8k ★
94.7
open
17cli/cliGitHub45.4k ★
93.4
open
18vitessio/vitessGitHub21.2k ★
91.4
open
19discourse/discourseGitHub47.5k ★
91.2
open
20getsentry/sentryGitHub44.4k ★
91.2
open
21grafana/grafanaGitHub75.7k ★
90.8
open
22astral-sh/ruffGitHub48.8k ★
90.8
open
23apache/airflowGitHub46.2k ★
90.8
open
24nrwl/nxGitHub29.1k ★
90.8
open
25QwenLM/qwen-codeGitHub26.3k ★
90.8
open
26wagtail/wagtailGitHub20.4k ★
90.8
open
27earendil-works/piGitHub76.4k ★
90.0
open
28strapi/strapiGitHub72.7k ★
90.0
open
29webpack/webpackGitHub65.8k ★
90.0
open
30rollup/rollupGitHub26.3k ★
90.0
open
31denoland/denoGitHub107.8k ★
89.5
open
32pytorch/pytorchGitHub101.9k ★
89.5
open

Tracking 332 repos · last updated