Which public repos are easiest for AI coding agents to work in?

Repos from GitHub, GitLab and Bitbucket, scored on what each agent looks for, then ranked.

Is your repo ready for AI agents? Paste a GitHub URL.

Or check an npm / PyPI / Cargo package, run the agent skill locally, add the GitHub Action to score every pull request, or read AGENTS.md examples from popular repos.

Overall — the average of every agent's score.
Leaderboard — page 1 of 13 for Overall
RankRepoScore
1surrealdb/surrealdbGitHub
92.8
2gitlab-org/cliGitLab
92.7
3apache/supersetGitHub
92.2
4axios/axiosGitHubBadge
91.9
5aio-libs/aiohttpGitHub
91.9
6ggml-org/llama.cppGitHub
91.5
7GreptimeTeam/greptimedbGitHub
91.5
8wormhole-foundation/wormhole-connectGitHub
91.0
9hsnice16/agent-friendly-code(this site's own repo)GitHubBadge
91.0
10streamlit/streamlitGitHub
90.9
11scrapy/scrapyGitHub
90.6
12metabase/metabaseGitHub
89.6
13milvus-io/milvusGitHub
89.6
14pingcap/tidbGitHub
89.6
15nextcloud/serverGitHub
89.6
16weaviate/weaviateGitHub
89.6
17sqlfluff/sqlfluffGitHub
89.6
18discourse/discourseGitHub
89.4
19cli/cliGitHub
88.2
20getnao/naoGitHub
88.1
21excalidraw/excalidrawGitHub
88.0
22earendil-works/piGitHub
87.2
23vercel/next.jsGitHub
86.8
24getsentry/sentryGitHub
86.8
25krakenfx/kraken-cliGitHub
86.7
26qdrant/qdrantGitHub
86.3
27grafana/grafanaGitHub
86.2
28astral-sh/ruffGitHub
86.2
29apache/airflowGitHub
86.2
30pnpm/pnpmGitHub
86.2
31nrwl/nxGitHub
86.2
32QwenLM/qwen-codeGitHub
86.2

Tracking 401 repos · last updated