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.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 1 of 11 for Overall (average across models)
RankRepoStarsScoreExternal link
1surrealdb/surrealdbGitHub32.8k ★
92.8
open
2gitlab-org/cliGitLab1.1k ★
92.7
open
3apache/supersetGitHub74.2k ★
92.2
open
4axios/axiosGitHubBadge109.2k ★
91.9
open
5aio-libs/aiohttpGitHub16.5k ★
91.9
open
6ggml-org/llama.cppGitHub123.2k ★
91.5
open
7GreptimeTeam/greptimedbGitHub6.5k ★
91.5
open
8wormhole-foundation/wormhole-connectGitHub115 ★
91.0
open
9hsnice16/agent-friendly-codeGitHubBadge2 ★
91.0
open
10streamlit/streamlitGitHub45.5k ★
90.9
open
11excalidraw/excalidrawGitHub129.2k ★
90.0
open
12scikit-learn/scikit-learnGitHub67k ★
90.0
open
13milvus-io/milvusGitHub45.6k ★
89.6
open
14pingcap/tidbGitHub40.4k ★
89.6
open
15weaviate/weaviateGitHub16.7k ★
89.6
open
16sqlfluff/sqlfluffGitHub9.9k ★
89.6
open
17discourse/discourseGitHub47.6k ★
89.4
open
18cli/cliGitHub45.7k ★
88.2
open
19getsentry/sentryGitHub44.5k ★
86.8
open
20krakenfx/kraken-cliGitHub681 ★
86.7
open
21vitessio/vitessGitHub21.2k ★
86.3
open
22earendil-works/piGitHub85.7k ★
86.2
open
23grafana/grafanaGitHub76.2k ★
86.2
open
24astral-sh/ruffGitHub49.1k ★
86.2
open
25apache/airflowGitHub46.4k ★
86.2
open
26nrwl/nxGitHub29.2k ★
86.2
open
27QwenLM/qwen-codeGitHub26.9k ★
86.2
open
28wagtail/wagtailGitHub20.4k ★
86.2
open
29strapi/strapiGitHub72.8k ★
85.9
open
30webpack/webpackGitHub66k ★
85.9
open
31rollup/rollupGitHub26.3k ★
85.9
open
32All-Hands-AI/OpenHandsGitHub83.5k ★
85.7
open

Tracking 332 repos · last updated