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 1 of 12 for Aider
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1.1k ★
84.4
open
2axios/axiosGitHubBadge109.2k ★
83.8
open
3aio-libs/aiohttpGitHub16.5k ★
83.8
open
4ggml-org/llama.cppGitHub127.2k ★
83.1
open
5surrealdb/surrealdbGitHub33k ★
83.1
open
6GreptimeTeam/greptimedbGitHub6.6k ★
83.1
open
7wormhole-foundation/wormhole-connectGitHub115 ★
83.1
open
8hsnice16/agent-friendly-codeGitHubBadge2 ★
83.1
open
9psf/requestsGitHub54.3k ★
81.7
open
10psf/blackGitHub41.8k ★
81.7
open
11apache/supersetGitHub74.7k ★
81.4
open
12metabase/metabaseGitHub49.1k ★
81.4
open
13milvus-io/milvusGitHub46k ★
81.4
open
14streamlit/streamlitGitHub45.7k ★
81.4
open
15pingcap/tidbGitHub40.5k ★
81.4
open
16weaviate/weaviateGitHub16.8k ★
81.4
open
17sqlfluff/sqlfluffGitHub9.9k ★
81.4
open
18Textualize/richGitHub57.3k ★
80.6
open
19cli/cliGitHub46.2k ★
80.6
open
20sqlalchemy/sqlalchemyGitHub12.1k ★
80.6
open
21excalidraw/excalidrawGitHub131.2k ★
79.7
open
22pallets/flaskGitHub72.2k ★
79.6
open
23krakenfx/kraken-cliGitHub707 ★
79.6
open
24vercel/next.jsGitHub142.1k ★
79.3
open
25discourse/discourseGitHub47.8k ★
79.3
open
26getsentry/sentryGitHub44.7k ★
79.3
open
27mermaid-js/mermaidGitHub90.1k ★
78.9
open
28pnpm/pnpmGitHub36.4k ★
78.9
open
29strapi/strapiGitHub73.1k ★
78.6
open
30webpack/webpackGitHub66k ★
78.6
open
31rollup/rollupGitHub26.3k ★
78.6
open
32scrapy/scrapyGitHub64.2k ★
78.5
open

Tracking 371 repos · last updated