Which public repos are friendliest to an AI coding agent?
Ranked per model across GitHub, GitLab, and Bitbucket — because agents aren't interchangeable.
Devin — Weights CI and reproducible envs highly — Devin runs in a sandboxed VM and needs end-to-end automation.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 1 | gitlab-org/cliGitLab | 966 ★ | open | |
| 2 | ggml-org/llama.cppGitHub | 106.2k ★ | open | |
| 3 | scikit-learn/scikit-learnGitHub | 65.9k ★ | open | |
| 4 | wormhole-foundation/wormhole-connectGitHub | 114 ★ | open | |
| 5 | hsnice16/agent-friendly-codeGitHub | 0 ★ | open | |
| 6 | openclaw/openclawGitHub | 363.3k ★ | open | |
| 7 | apache/supersetGitHub | 72.6k ★ | open | |
| 8 | streamlit/streamlitGitHub | 44.3k ★ | open | |
| 9 | getsentry/sentryGitHub | 43.7k ★ | open | |
| 10 | pingcap/tidbGitHub | 40k ★ | open | |
| 11 | cli/cliGitHub | 44k ★ | open | |
| 12 | pydantic/pydanticGitHub | 27.6k ★ | open | |
| 13 | gitlab-org/gitlab-runnerGitLab | 2.6k ★ | open | |
| 14 | grafana/grafanaGitHub | 73.4k ★ | open | |
| 15 | astral-sh/ruffGitHub | 47.2k ★ | open | |
| 16 | vercel/next.jsGitHub | 139.1k ★ | open | |
| 17 | prometheus/prometheusGitHub | 63.8k ★ | open | |
| 18 | nautechsystems/nautilus_traderGitHub | 22.2k ★ | open | |
| 19 | denoland/denoGitHub | 106.5k ★ | open | |
| 20 | oven-sh/bunGitHub | 89.3k ★ | open | |
| 21 | BerriAI/litellmGitHub | 44.6k ★ | open | |
| 22 | calcom/cal.diyGitHub | 42.1k ★ | open | |
| 23 | axios/axiosGitHub | 109k ★ | open | |
| 24 | vercel/swrGitHub | 32.4k ★ | open | |
| 25 | n8n-io/n8nGitHub | 185.4k ★ | open | |
| 26 | PostHog/posthogGitHub | 32.9k ★ | open | |
| 27 | vercel/turborepoGitHub | 30.3k ★ | open | |
| 28 | sst/opencodeGitHub | 148.8k ★ | open | |
| 29 | psf/requestsGitHub | 53.9k ★ | open | |
| 30 | gradio-app/gradioGitHub | 42.4k ★ | open | |
| 31 | huggingface/datasetsGitHub | 21.4k ★ | open | |
| 32 | cloudflare/vinextGitHub | 7.9k ★ | open |
Tracking 155 repos · last updated