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 10 of 12 for Aider
RankRepoStarsScoreExternal link
289drizzle-team/drizzle-ormGitHub35.7k ★
55.2
open
290apache/rocketmqGitHub22.6k ★
55.2
open
291flutter/flutterGitHub178.8k ★
54.6
open
292apple/swiftGitHub70.3k ★
54.6
open
293hashicorp/terraformGitHub49.6k ★
54.6
open
294redpanda-data/redpandaGitHub12.5k ★
54.6
open
295kicad/code/kicadGitLab1.1k ★
54.6
open
296jekyll/jekyllGitHub51.7k ★
54.5
open
297vercel/aiGitHub26.6k ★
54.4
open
298jellyfin/jellyfinGitHub56.6k ★
54.2
open
299apache/seatunnelGitHub9.6k ★
54.2
open
300makeplane/planeGitHub59k ★
53.9
open
301apache/arrowGitHub17.1k ★
53.9
open
302crystal-lang/crystalGitHub20.4k ★
53.5
open
303questdb/questdbGitHub17.3k ★
53.5
open
304storybookjs/storybookGitHub91k ★
53.2
open
305openssl/opensslGitHub30.8k ★
53.2
open
306elastic/elasticsearchGitHub77.9k ★
52.5
open
307dotnet/aspnetcoreGitHub38.4k ★
52.5
open
308tokio-rs/axumGitHub27k ★
52.1
open
309stretchr/testifyGitHub26.2k ★
52.1
open
310cockroachdb/cockroachGitHub32.4k ★
51.8
open
311ruby/rubyGitHub23.7k ★
51.8
open
312millionco/react-doctorGitHub14.7k ★
51.8
open
313apache/druidGitHub14.1k ★
51.8
open
314apache/hudiGitHub6.2k ★
51.7
open
315curl/curlGitHub42.8k ★
51.4
open
316different-ai/openworkGitHub23.4k ★
51.4
open
317gleam-lang/gleamGitHub21.9k ★
51.4
open
318tokio-rs/tokioGitHub33.1k ★
51.0
open
319apache/icebergGitHub9.2k ★
50.3
open
320apache/pinotGitHub6.1k ★
50.3
open

Tracking 371 repos · last updated