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.
OpenHands — Runs in a sandboxed container and executes `.openhands/setup.sh` at session start per OpenHands' repo-customization docs. Root AGENTS.md is now the preferred always-on instruction surface (microagents are deprecated in favor of it).
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 33 | pydantic/pydanticGitHub | 28.1k ★ | open | |
| 34 | vitessio/vitessGitHub | 21k ★ | open | |
| 35 | strapi/strapiGitHub | 72.4k ★ | open | |
| 36 | prometheus/prometheusGitHub | 64.6k ★ | open | |
| 37 | google/osv-scannerGitHub | 10.5k ★ | open | |
| 38 | chakra-ui/chakra-uiGitHub | 40.4k ★ | open | |
| 39 | mastodon/mastodonGitHub | 50k ★ | open | |
| 40 | calcom/cal.diyGitHub | 45.7k ★ | open | |
| 41 | payloadcms/payloadGitHub | 43.1k ★ | open | |
| 42 | google-gemini/gemini-cliGitHub | 105.4k ★ | open | |
| 43 | n8n-io/n8nGitHub | 193.1k ★ | open | |
| 44 | PostHog/posthogGitHub | 35.1k ★ | open | |
| 45 | vercel/turborepoGitHub | 30.6k ★ | open | |
| 46 | plausible/analyticsGitHub | 27.2k ★ | open | |
| 47 | gitlab-org/gitlab-runnerGitLab | 2.6k ★ | open | |
| 48 | openclaw/openclawGitHub | 379.5k ★ | open | |
| 49 | denoland/denoGitHub | 107.2k ★ | open | |
| 50 | oven-sh/bunGitHub | 93.3k ★ | open | |
| 51 | ghostty-org/ghosttyGitHub | 56.7k ★ | open | |
| 52 | pytest-dev/pytestGitHub | 14.2k ★ | open | |
| 53 | traefik/traefikGitHub | 63.7k ★ | open | |
| 54 | block/gooseGitHub | 49.8k ★ | open | |
| 55 | mastra-ai/mastraGitHub | 25.2k ★ | open | |
| 56 | qdrant/qdrantGitHub | 32.5k ★ | open | |
| 57 | gradio-app/gradioGitHub | 43k ★ | open | |
| 58 | forem/foremGitHub | 22.7k ★ | open | |
| 59 | antiwork/gumroadGitHub | 9.3k ★ | open | |
| 60 | huggingface/datasetsGitHub | 21.6k ★ | open | |
| 61 | meilisearch/meilisearchGitHub | 58.2k ★ | open | |
| 62 | langflow-ai/langflowGitHub | 149.8k ★ | open | |
| 63 | microsoft/playwrightGitHub | 91.2k ★ | open | |
| 64 | nautechsystems/nautilus_traderGitHub | 24k ★ | open |
Tracking 284 repos · last updated