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.

AiderAuto-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.
Leaderboard — page 2 of 11 for Aider
RankRepoStarsScoreExternal link
33denoland/denoGitHub108.2k ★
77.2
open
34pytorch/pytorchGitHub102.4k ★
77.2
open
35oven-sh/bunGitHub95.4k ★
77.2
open
36grafana/grafanaGitHub76.3k ★
77.2
open
37ghostty-org/ghosttyGitHub59.7k ★
77.2
open
38mastodon/mastodonGitHub50.2k ★
77.2
open
39astral-sh/ruffGitHub49.2k ★
77.2
open
40apache/airflowGitHub46.5k ★
77.2
open
41payloadcms/payloadGitHub44.2k ★
77.2
open
42nrwl/nxGitHub29.2k ★
77.2
open
43QwenLM/qwen-codeGitHub27k ★
77.2
open
44forem/foremGitHub22.8k ★
77.2
open
45wagtail/wagtailGitHub20.4k ★
77.2
open
46antiwork/gumroadGitHub9.6k ★
77.2
open
47github/spec-kitGitHub129.1k ★
76.8
open
48gradio-app/gradioGitHub43.4k ★
76.8
open
49Textualize/textualGitHub36.9k ★
76.8
open
50nautechsystems/nautilus_traderGitHub25.5k ★
76.8
open
51prometheus/prometheusGitHub65.7k ★
76.3
open
52celery/celeryGitHub28.8k ★
76.3
open
53google/osv-scannerGitHub10.8k ★
76.3
open
54microsoft/playwrightGitHub94.5k ★
76.1
open
55chakra-ui/chakra-uiGitHub40.6k ★
76.1
open
56hiyouga/LlamaFactoryGitHub74.1k ★
75.6
open
57pallets/flaskGitHub72.2k ★
75.4
open
58n8n-io/n8nGitHub200.7k ★
75.1
open
59BerriAI/litellmGitHub56.4k ★
75.1
open
60PostHog/posthogGitHub37.7k ★
75.1
open
61vercel/turborepoGitHub30.9k ★
75.1
open
62google-gemini/gemini-cliGitHub106.5k ★
74.6
open
63neovim/neovimGitHub101.8k ★
74.6
open
64traefik/traefikGitHub64.4k ★
74.6
open

Tracking 332 repos · last updated