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.

Repo not on the board? Score any public GitHub repo live from its current commit.

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 3 of 12 for Aider
RankRepoStarsScoreExternal link
65astral-sh/uvGitHub89.5k ★
75.6
open
66hiyouga/LlamaFactoryGitHub74.6k ★
75.6
open
67n8n-io/n8nGitHub203.5k ★
75.1
open
68BerriAI/litellmGitHub58.1k ★
75.1
open
69PostHog/posthogGitHub39.6k ★
75.1
open
70vercel/turborepoGitHub31.1k ★
75.1
open
71google-gemini/gemini-cliGitHub106.8k ★
74.6
open
72traefik/traefikGitHub64.8k ★
74.6
open
73pmndrs/zustandGitHub58.6k ★
74.6
open
74block/gooseGitHub53.9k ★
74.6
open
75helix-editor/helixGitHub46.1k ★
74.6
open
76qdrant/qdrantGitHub34.4k ★
74.6
open
77mui/material-uiGitHub99k ★
74.4
open
78vllm-project/vllmGitHub91k ★
74.4
open
79calcom/cal.diyGitHub48.2k ★
74.4
open
80mastra-ai/mastraGitHub27.7k ★
74.4
open
81meilisearch/meilisearchGitHub59.2k ★
74.2
open
82ReactiveX/RxJavaGitHub48.2k ★
74.2
open
83ReactiveX/RxSwiftGitHub24.6k ★
74.2
open
84pytest-dev/pytestGitHub14.5k ★
74.2
open
85gitlab-org/gitlabGitLab6.1k ★
73.9
open
86moby/mobyGitHub72k ★
73.8
open
87caddyserver/caddyGitHub75.5k ★
73.5
open
88scikit-learn/scikit-learnGitHub67.2k ★
73.5
open
89python-poetry/poetryGitHub34.3k ★
73.5
open
90plausible/analyticsGitHub28.9k ★
73.5
open
91sveltejs/kitGitHub20.8k ★
73.5
open
92getnao/naoGitHub1.6k ★
73.5
open
93Shopify/cliGitHub741 ★
73.5
open
94ollama/ollamaGitHub180.3k ★
73.4
open
95junegunn/fzfGitHub82.8k ★
73.2
open
96open-webui/open-webuiGitHub151.1k ★
73.0
open

Tracking 371 repos · last updated