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 |
|---|---|---|---|---|
| 129 | BurntSushi/ripgrepGitHub | 68k ★ | open | |
| 130 | pola-rs/polarsGitHub | 39.7k ★ | open | |
| 131 | solidjs/solidGitHub | 36k ★ | open | |
| 132 | honojs/honoGitHub | 32.1k ★ | open | |
| 133 | immerjs/immerGitHub | 29k ★ | open | |
| 134 | guzzle/guzzleGitHub | 23.5k ★ | open | |
| 135 | nats-io/nats-serverGitHub | 20.7k ★ | open | |
| 136 | encode/httpxGitHub | 15.5k ★ | open | |
| 137 | encode/uvicornGitHub | 10.9k ★ | open | |
| 138 | apple/swift-argument-parserGitHub | 3.8k ★ | open | |
| 139 | langflow-ai/langflowGitHub | 154.3k ★ | open | |
| 140 | godotengine/godotGitHub | 116.7k ★ | open | |
| 141 | crewAIInc/crewAIGitHub | 58.2k ★ | open | |
| 142 | prettier/prettierGitHub | 52.2k ★ | open | |
| 143 | apache/sparkGitHub | 44k ★ | open | |
| 144 | ray-project/rayGitHub | 43.7k ★ | open | |
| 145 | trpc/trpcGitHub | 40.6k ★ | open | |
| 146 | refinedev/refineGitHub | 35.6k ★ | open | |
| 147 | biomejs/biomeGitHub | 25.7k ★ | open | |
| 148 | risingwavelabs/risingwaveGitHub | 9.3k ★ | open | |
| 149 | MaterializeInc/materializeGitHub | 6.4k ★ | open | |
| 150 | charmbracelet/crushGitHub | 27.9k ★ | open | |
| 151 | jestjs/jestGitHub | 45.5k ★ | open | |
| 152 | huggingface/diffusersGitHub | 34.5k ★ | open | |
| 153 | tqdm/tqdmGitHub | 31.3k ★ | open | |
| 154 | unclecode/crawl4aiGitHub | 81.8k ★ | open | |
| 155 | starship/starshipGitHub | 59.8k ★ | open | |
| 156 | vuejs/coreGitHub | 54.3k ★ | open | |
| 157 | Alamofire/AlamofireGitHub | 42.4k ★ | open | |
| 158 | 11ty/eleventyGitHub | 19.9k ★ | open | |
| 159 | apple/swift-nioGitHub | 8.5k ★ | open | |
| 160 | cline/clineGitHub | 67.6k ★ | open |
Tracking 371 repos · last updated