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 5 of 12 for Aider
RankRepoStarsScoreExternal link
129BurntSushi/ripgrepGitHub68k ★
70.4
open
130pola-rs/polarsGitHub39.7k ★
70.4
open
131solidjs/solidGitHub36k ★
70.4
open
132honojs/honoGitHub32.1k ★
70.4
open
133immerjs/immerGitHub29k ★
70.4
open
134guzzle/guzzleGitHub23.5k ★
70.4
open
135nats-io/nats-serverGitHub20.7k ★
70.4
open
136encode/httpxGitHub15.5k ★
70.4
open
137encode/uvicornGitHub10.9k ★
70.4
open
138apple/swift-argument-parserGitHub3.8k ★
70.4
open
139langflow-ai/langflowGitHub154.3k ★
70.1
open
140godotengine/godotGitHub116.7k ★
70.1
open
141crewAIInc/crewAIGitHub58.2k ★
70.1
open
142prettier/prettierGitHub52.2k ★
70.1
open
143apache/sparkGitHub44k ★
70.1
open
144ray-project/rayGitHub43.7k ★
70.1
open
145trpc/trpcGitHub40.6k ★
70.1
open
146refinedev/refineGitHub35.6k ★
70.1
open
147biomejs/biomeGitHub25.7k ★
70.1
open
148risingwavelabs/risingwaveGitHub9.3k ★
70.1
open
149MaterializeInc/materializeGitHub6.4k ★
70.1
open
150charmbracelet/crushGitHub27.9k ★
70.0
open
151jestjs/jestGitHub45.5k ★
69.7
open
152huggingface/diffusersGitHub34.5k ★
69.7
open
153tqdm/tqdmGitHub31.3k ★
69.7
open
154unclecode/crawl4aiGitHub81.8k ★
69.3
open
155starship/starshipGitHub59.8k ★
69.3
open
156vuejs/coreGitHub54.3k ★
69.3
open
157Alamofire/AlamofireGitHub42.4k ★
69.3
open
15811ty/eleventyGitHub19.9k ★
69.3
open
159apple/swift-nioGitHub8.5k ★
69.3
open
160cline/clineGitHub67.6k ★
69.0
open

Tracking 371 repos · last updated