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.
Checking a package you use? Check any npm / PyPI / Cargo package by name.
Your own codebase? Score any public GitHub repo from its latest commit, run the agent skill inside it, or add the GitHub Action to score every pull request.
Overall (average of all agents) — The average of every agent's score.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 1 | surrealdb/surrealdbGitHub | 33.1k ★ | open | |
| 2 | gitlab-org/cliGitLab | 1.1k ★ | open | |
| 3 | apache/supersetGitHub | 75.1k ★ | open | |
| 4 | axios/axiosGitHubBadge | 109.4k ★ | open | |
| 5 | aio-libs/aiohttpGitHub | 16.6k ★ | open | |
| 6 | ggml-org/llama.cppGitHub | 130.8k ★ | open | |
| 7 | GreptimeTeam/greptimedbGitHub | 6.7k ★ | open | |
| 8 | wormhole-foundation/wormhole-connectGitHub | 115 ★ | open | |
| 9 | hsnice16/agent-friendly-codeGitHubBadge | 2 ★ | open | |
| 10 | streamlit/streamlitGitHub | 45.9k ★ | open | |
| 11 | scrapy/scrapyGitHub | 64.7k ★ | open | |
| 12 | metabase/metabaseGitHub | 49.6k ★ | open | |
| 13 | milvus-io/milvusGitHub | 46.4k ★ | open | |
| 14 | pingcap/tidbGitHub | 40.6k ★ | open | |
| 15 | weaviate/weaviateGitHub | 16.9k ★ | open | |
| 16 | sqlfluff/sqlfluffGitHub | 9.9k ★ | open | |
| 17 | discourse/discourseGitHub | 48k ★ | open | |
| 18 | cli/cliGitHub | 46.7k ★ | open | |
| 19 | getnao/naoGitHub | 1.9k ★ | open | |
| 20 | excalidraw/excalidrawGitHub | 133.7k ★ | open | |
| 21 | earendil-works/piGitHub | 114.3k ★ | open | |
| 22 | vercel/next.jsGitHub | 143.1k ★ | open | |
| 23 | getsentry/sentryGitHub | 45.5k ★ | open | |
| 24 | payloadcms/payloadGitHub | 45.2k ★ | open | |
| 25 | krakenfx/kraken-cliGitHub | 754 ★ | open | |
| 26 | grafana/grafanaGitHub | 77.3k ★ | open | |
| 27 | astral-sh/ruffGitHub | 50k ★ | open | |
| 28 | apache/airflowGitHub | 47.1k ★ | open | |
| 29 | pnpm/pnpmGitHub | 36.8k ★ | open | |
| 30 | nrwl/nxGitHub | 29.4k ★ | open | |
| 31 | QwenLM/qwen-codeGitHub | 28.4k ★ | open | |
| 32 | wagtail/wagtailGitHub | 20.5k ★ | open |
Tracking 371 repos · last updated