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 12 for Aider
RankRepoStarsScoreExternal link
33gitlab-org/gitlab-runnerGitLab2.6k ★
78.0
open
34earendil-works/piGitHub95.6k ★
77.7
open
35denoland/denoGitHub108.3k ★
77.2
open
36pytorch/pytorchGitHub102.6k ★
77.2
open
37oven-sh/bunGitHub95.6k ★
77.2
open
38grafana/grafanaGitHub76.4k ★
77.2
open
39ghostty-org/ghosttyGitHub60.1k ★
77.2
open
40mastodon/mastodonGitHub50.2k ★
77.2
open
41astral-sh/ruffGitHub49.3k ★
77.2
open
42apache/airflowGitHub46.6k ★
77.2
open
43payloadcms/payloadGitHub44.3k ★
77.2
open
44nrwl/nxGitHub29.2k ★
77.2
open
45QwenLM/qwen-codeGitHub27.3k ★
77.2
open
46forem/foremGitHub22.8k ★
77.2
open
47vitessio/vitessGitHub21.2k ★
77.2
open
48wagtail/wagtailGitHub20.5k ★
77.2
open
49antiwork/gumroadGitHub9.6k ★
77.2
open
50github/spec-kitGitHub130.9k ★
76.8
open
51gradio-app/gradioGitHub43.4k ★
76.8
open
52Textualize/textualGitHub37k ★
76.8
open
53nautechsystems/nautilus_traderGitHub27.3k ★
76.8
open
54prometheus/prometheusGitHub65.8k ★
76.3
open
55celery/celeryGitHub28.8k ★
76.3
open
56google/osv-scannerGitHub10.9k ★
76.3
open
57microsoft/playwrightGitHub95k ★
76.1
open
58All-Hands-AI/OpenHandsGitHub84.8k ★
76.1
open
59chakra-ui/chakra-uiGitHub40.6k ★
76.1
open
60hiyouga/LlamaFactoryGitHub74.3k ★
75.6
open
61n8n-io/n8nGitHub201.9k ★
75.1
open
62BerriAI/litellmGitHub57k ★
75.1
open
63PostHog/posthogGitHub38.7k ★
75.1
open
64vercel/turborepoGitHub31k ★
75.1
open

Tracking 353 repos · last updated