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.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 1 | gitlab-org/cliGitLab | 977 ★ | open | |
| 2 | apache/supersetGitHub | 72.7k ★ | open | |
| 3 | ggml-org/llama.cppGitHub | 108.4k ★ | open | |
| 4 | streamlit/streamlitGitHub | 44.5k ★ | open | |
| 5 | axios/axiosGitHub | 109k ★ | open | |
| 6 | wormhole-foundation/wormhole-connectGitHub | 114 ★ | open | |
| 7 | hsnice16/agent-friendly-codeGitHub | 0 ★ | open | |
| 8 | scikit-learn/scikit-learnGitHub | 66k ★ | open | |
| 9 | getsentry/sentryGitHub | 43.8k ★ | open | |
| 10 | pingcap/tidbGitHub | 40.1k ★ | open | |
| 11 | cli/cliGitHub | 44.2k ★ | open | |
| 12 | gitlab-org/gitlab-runnerGitLab | 2.6k ★ | open | |
| 13 | vercel/next.jsGitHub | 139.3k ★ | open | |
| 14 | grafana/grafanaGitHub | 73.6k ★ | open | |
| 15 | astral-sh/ruffGitHub | 47.4k ★ | open | |
| 16 | apache/airflowGitHub | 45.3k ★ | open | |
| 17 | BerriAI/litellmGitHub | 45.7k ★ | open | |
| 18 | hiyouga/LlamaFactoryGitHub | 70.9k ★ | open | |
| 19 | PostHog/posthogGitHub | 34.3k ★ | open | |
| 20 | prometheus/prometheusGitHub | 63.9k ★ | open | |
| 21 | psf/requestsGitHub | 54k ★ | open | |
| 22 | denoland/denoGitHub | 106.6k ★ | open | |
| 23 | oven-sh/bunGitHub | 89.6k ★ | open | |
| 24 | ghostty-org/ghosttyGitHub | 53.5k ★ | open | |
| 25 | gradio-app/gradioGitHub | 42.5k ★ | open | |
| 26 | n8n-io/n8nGitHub | 186.7k ★ | open | |
| 27 | vercel/turborepoGitHub | 30.3k ★ | open | |
| 28 | pydantic/pydanticGitHub | 27.7k ★ | open | |
| 29 | antiwork/gumroadGitHub | 9k ★ | open | |
| 30 | microsoft/playwrightGitHub | 88k ★ | open | |
| 31 | vllm-project/vllmGitHub | 79.1k ★ | open | |
| 32 | meilisearch/meilisearchGitHub | 57.4k ★ | open |
Tracking 165 repos · last updated