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.
Aider — Auto-lints on every edit by default; runs the configured test command after edits when `--test-cmd` is set (per Aider's lint/test docs). It doesn't natively read AGENTS.md or CONVENTIONS.md — those load only when wired via `.aider.conf.yml`'s `read:` — so the config file, a green linter, and a declared test command are what translate into successful commits.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 33 | gitlab-org/gitlab-runnerGitLab | 2.6k ★ | open | |
| 34 | earendil-works/piGitHub | 95.6k ★ | open | |
| 35 | denoland/denoGitHub | 108.3k ★ | open | |
| 36 | pytorch/pytorchGitHub | 102.6k ★ | open | |
| 37 | oven-sh/bunGitHub | 95.6k ★ | open | |
| 38 | grafana/grafanaGitHub | 76.4k ★ | open | |
| 39 | ghostty-org/ghosttyGitHub | 60.1k ★ | open | |
| 40 | mastodon/mastodonGitHub | 50.2k ★ | open | |
| 41 | astral-sh/ruffGitHub | 49.3k ★ | open | |
| 42 | apache/airflowGitHub | 46.6k ★ | open | |
| 43 | payloadcms/payloadGitHub | 44.3k ★ | open | |
| 44 | nrwl/nxGitHub | 29.2k ★ | open | |
| 45 | QwenLM/qwen-codeGitHub | 27.3k ★ | open | |
| 46 | forem/foremGitHub | 22.8k ★ | open | |
| 47 | vitessio/vitessGitHub | 21.2k ★ | open | |
| 48 | wagtail/wagtailGitHub | 20.5k ★ | open | |
| 49 | antiwork/gumroadGitHub | 9.6k ★ | open | |
| 50 | github/spec-kitGitHub | 130.9k ★ | open | |
| 51 | gradio-app/gradioGitHub | 43.4k ★ | open | |
| 52 | Textualize/textualGitHub | 37k ★ | open | |
| 53 | nautechsystems/nautilus_traderGitHub | 27.3k ★ | open | |
| 54 | prometheus/prometheusGitHub | 65.8k ★ | open | |
| 55 | celery/celeryGitHub | 28.8k ★ | open | |
| 56 | google/osv-scannerGitHub | 10.9k ★ | open | |
| 57 | microsoft/playwrightGitHub | 95k ★ | open | |
| 58 | All-Hands-AI/OpenHandsGitHub | 84.8k ★ | open | |
| 59 | chakra-ui/chakra-uiGitHub | 40.6k ★ | open | |
| 60 | hiyouga/LlamaFactoryGitHub | 74.3k ★ | open | |
| 61 | n8n-io/n8nGitHub | 201.9k ★ | open | |
| 62 | BerriAI/litellmGitHub | 57k ★ | open | |
| 63 | PostHog/posthogGitHub | 38.7k ★ | open | |
| 64 | vercel/turborepoGitHub | 31k ★ | open |
Tracking 353 repos · last updated