Agent Friendly Code

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.

Live on Peerlist Launchpad
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). A green linter and a declared test command translate directly into successful commits.
Leaderboard — page 3 of 9 for Aider
RankRepoStarsScoreExternal link
65pydantic/pydanticGitHub28.1k ★
75.3
open
66neovim/neovimGitHub100.5k ★
75.0
open
67labstack/echoGitHub32.5k ★
75.0
open
68withastro/astroGitHub60.3k ★
74.7
open
69apache/flinkGitHub26.1k ★
74.7
open
70microsoft/onnxruntimeGitHub20.9k ★
74.7
open
71TanStack/routerGitHub14.7k ★
74.7
open
72langflow-ai/langflowGitHub149.8k ★
74.1
open
73mastodon/mastodonGitHub50k ★
74.1
open
74apache/sparkGitHub43.5k ★
74.1
open
75biomejs/biomeGitHub25.1k ★
74.1
open
76risingwavelabs/risingwaveGitHub9.1k ★
74.1
open
77MaterializeInc/materializeGitHub6.3k ★
74.1
open
78huggingface/diffusersGitHub33.9k ★
73.6
open
79qdrant/qdrantGitHub32.5k ★
73.2
open
80celery/celeryGitHub28.6k ★
73.2
open
81tldraw/tldrawGitHub48k ★
73.0
open
82vitest-dev/vitestGitHub16.7k ★
73.0
open
83electric-sql/electricGitHub10.2k ★
73.0
open
84yugabyte/yugabyte-dbGitHub10.4k ★
72.7
open
85pallets/flaskGitHub71.7k ★
72.3
open
86huggingface/transformersGitHub161.7k ★
72.0
open
87microsoft/TypeScriptGitHub109.3k ★
72.0
open
88duckdb/duckdbGitHub38.9k ★
72.0
open
89simstudioai/simGitHub28.8k ★
72.0
open
90nautechsystems/nautilus_traderGitHub24k ★
72.0
open
91open-webui/open-webuiGitHub142.2k ★
71.6
open
92google-gemini/gemini-cliGitHub105.4k ★
71.6
open
93pmndrs/zustandGitHub58.3k ★
71.6
open
94pandas-dev/pandasGitHub49k ★
71.6
open
95helix-editor/helixGitHub45k ★
71.6
open
96vercel-labs/deepsecGitHub3.2k ★
71.6
open

Tracking 284 repos · last updated