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.
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 | laravel/aiGitHub | 1.1k ★ | open | |
| 226 | charmbracelet/bubbleteaGitHub | 44.8k ★ | open | |
| 227 | libeigen/eigenGitLab | 1.2k ★ | open | |
| 228 | llvm/llvm-projectGitHub | 40.2k ★ | open | |
| 229 | dagger/daggerGitHub | 16.2k ★ | open | |
| 230 | clap-rs/clapGitHub | 16.7k ★ | open | |
| 231 | immich-app/immichGitHub | 113.5k ★ | open | |
| 232 | numpy/numpyGitHub | 32.7k ★ | open | |
| 233 | h4ckf0r0day/obscuraGitHub | 26.1k ★ | open | |
| 234 | privy-io/go-sdkGitHub | 4 ★ | open | |
| 235 | lit/litGitHub | 21.8k ★ | open | |
| 236 | modelcontextprotocol/serversGitHub | 90.1k ★ | open | |
| 237 | vitejs/viteGitHub | 82.7k ★ | open | |
| 238 | chenglou/pretextGitHub | 50.2k ★ | open | |
| 239 | jgm/pandocGitHub | 46.2k ★ | open | |
| 240 | vapor/vaporGitHub | 26.2k ★ | open | |
| 241 | timescale/timescaledbGitHub | 23.5k ★ | open | |
| 242 | MoonshotAI/kimi-codeGitHub | 7.3k ★ | open | |
| 243 | symfony/aiGitHub | 1.2k ★ | open | |
| 244 | pocketbase/pocketbaseGitHub | 61k ★ | open | |
| 245 | JetBrains/kotlinGitHub | 53.4k ★ | open | |
| 246 | graphviz/graphvizGitLab | 1.5k ★ | open | |
| 247 | microsoft/TypeScriptGitHub | 110.9k ★ | open | |
| 248 | ash-project/ashGitHub | 2.5k ★ | open | |
| 249 | AUTOMATIC1111/stable-diffusion-webuiGitHub | 164.8k ★ | open | |
| 250 | elixir-ecto/ectoGitHub | 6.5k ★ | open | |
| 251 | flutter/aiGitHub | 285 ★ | open | |
| 252 | obsproject/obs-studioGitHub | 75.9k ★ | open | |
| 253 | dart-lang/sdkGitHub | 11.3k ★ | open | |
| 254 | serverpod/serverpodGitHub | 3.3k ★ | open | |
| 255 | wireshark/wiresharkGitLab | 1.6k ★ | open | |
| 256 | DefiLlama/defillama-appGitHub | 292 ★ | open |
Tracking 371 repos · last updated