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 |
|---|---|---|---|---|
| 225 | lit/litGitHub | 21.8k ★ | open | |
| 226 | modelcontextprotocol/serversGitHub | 89.8k ★ | open | |
| 227 | vitejs/viteGitHub | 82.5k ★ | open | |
| 228 | jgm/pandocGitHub | 46k ★ | open | |
| 229 | vapor/vaporGitHub | 26.2k ★ | open | |
| 230 | timescale/timescaledbGitHub | 23.4k ★ | open | |
| 231 | MoonshotAI/kimi-codeGitHub | 7k ★ | open | |
| 232 | symfony/aiGitHub | 1.2k ★ | open | |
| 233 | pocketbase/pocketbaseGitHub | 60.8k ★ | open | |
| 234 | graphviz/graphvizGitLab | 1.5k ★ | open | |
| 235 | microsoft/TypeScriptGitHub | 110.6k ★ | open | |
| 236 | AUTOMATIC1111/stable-diffusion-webuiGitHub | 164.6k ★ | open | |
| 237 | elixir-ecto/ectoGitHub | 6.5k ★ | open | |
| 238 | flutter/aiGitHub | 278 ★ | open | |
| 239 | obsproject/obs-studioGitHub | 75.3k ★ | open | |
| 240 | serverpod/serverpodGitHub | 3.3k ★ | open | |
| 241 | wireshark/wiresharkGitLab | 1.6k ★ | open | |
| 242 | DefiLlama/defillama-appGitHub | 292 ★ | open | |
| 243 | statelyai/xstateGitHub | 30k ★ | open | |
| 244 | gohugoio/hugoGitHub | 89.5k ★ | open | |
| 245 | alacritty/alacrittyGitHub | 65.5k ★ | open | |
| 246 | git/gitGitHub | 62.8k ★ | open | |
| 247 | Anuken/MindustryGitHub | 28.7k ★ | open | |
| 248 | AutoMQ/automqGitHub | 10.5k ★ | open | |
| 249 | StarRocks/starrocksGitHub | 12k ★ | open | |
| 250 | nocodb/nocodbGitHub | 64.7k ★ | open | |
| 251 | TanStack/aiGitHub | 3k ★ | open | |
| 252 | prisma/prismaGitHub | 47.6k ★ | open | |
| 253 | Uniswap/interfaceGitHub | 5.5k ★ | open | |
| 254 | rustdesk/rustdeskGitHub | 121.5k ★ | open | |
| 255 | ggml-org/whisper.cppGitHub | 53.1k ★ | open | |
| 256 | elixir-lang/elixirGitHub | 26.6k ★ | open |
Tracking 353 repos · last updated