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 1 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
1surrealdb/surrealdbGitHub33k ★
92.8
open
2gitlab-org/cliGitLab1.1k ★
92.7
open
3apache/supersetGitHub74.7k ★
92.2
open
4axios/axiosGitHubBadge109.2k ★
91.9
open
5aio-libs/aiohttpGitHub16.5k ★
91.9
open
6ggml-org/llama.cppGitHub127.2k ★
91.5
open
7GreptimeTeam/greptimedbGitHub6.6k ★
91.5
open
8wormhole-foundation/wormhole-connectGitHub115 ★
91.0
open
9hsnice16/agent-friendly-codeGitHubBadge2 ★
91.0
open
10streamlit/streamlitGitHub45.7k ★
90.9
open
11metabase/metabaseGitHub49.1k ★
89.6
open
12milvus-io/milvusGitHub46k ★
89.6
open
13pingcap/tidbGitHub40.5k ★
89.6
open
14weaviate/weaviateGitHub16.8k ★
89.6
open
15sqlfluff/sqlfluffGitHub9.9k ★
89.6
open
16discourse/discourseGitHub47.8k ★
89.4
open
17cli/cliGitHub46.2k ★
88.2
open
18pnpm/pnpmGitHub36.4k ★
88.1
open
19excalidraw/excalidrawGitHub131.2k ★
88.0
open
20vercel/next.jsGitHub142.1k ★
86.8
open
21getsentry/sentryGitHub44.7k ★
86.8
open
22krakenfx/kraken-cliGitHub707 ★
86.7
open
23earendil-works/piGitHub102.1k ★
86.2
open
24grafana/grafanaGitHub76.6k ★
86.2
open
25astral-sh/ruffGitHub49.5k ★
86.2
open
26apache/airflowGitHub46.7k ★
86.2
open
27nrwl/nxGitHub29.3k ★
86.2
open
28QwenLM/qwen-codeGitHub27.7k ★
86.2
open
29wagtail/wagtailGitHub20.5k ★
86.2
open
30strapi/strapiGitHub73.1k ★
85.9
open
31webpack/webpackGitHub66k ★
85.9
open
32rollup/rollupGitHub26.3k ★
85.9
open

Tracking 371 repos · last updated