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 1 of 9 for Aider
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1k ★
87.7
open
2axios/axiosGitHubBadge109.1k ★
87.2
open
3ggml-org/llama.cppGitHub117.3k ★
86.5
open
4surrealdb/surrealdbGitHub32.4k ★
86.5
open
5weaviate/weaviateGitHub16.4k ★
86.5
open
6wormhole-foundation/wormhole-connectGitHub114 ★
86.5
open
7hsnice16/agent-friendly-codeGitHubBadge2 ★
86.5
open
8apache/supersetGitHub73.4k ★
84.9
open
9streamlit/streamlitGitHub45k ★
84.9
open
10milvus-io/milvusGitHub44.8k ★
84.9
open
11pingcap/tidbGitHub40.2k ★
84.9
open
12sqlfluff/sqlfluffGitHub9.8k ★
84.9
open
13excalidraw/excalidrawGitHub125.6k ★
84.1
open
14scikit-learn/scikit-learnGitHub66.4k ★
84.1
open
15cli/cliGitHub44.9k ★
84.1
open
16discourse/discourseGitHub47.3k ★
82.8
open
17getsentry/sentryGitHub44.1k ★
82.8
open
18vitessio/vitessGitHub21k ★
82.4
open
19strapi/strapiGitHub72.4k ★
82.2
open
20gitlab-org/gitlab-runnerGitLab2.6k ★
81.6
open
21earendil-works/piGitHub64k ★
81.4
open
22denoland/denoGitHub107.2k ★
80.8
open
23oven-sh/bunGitHub93.3k ★
80.8
open
24grafana/grafanaGitHub74.5k ★
80.8
open
25ghostty-org/ghosttyGitHub56.7k ★
80.8
open
26astral-sh/ruffGitHub48.1k ★
80.8
open
27apache/airflowGitHub45.9k ★
80.8
open
28nrwl/nxGitHub29k ★
80.8
open
29forem/foremGitHub22.7k ★
80.8
open
30wagtail/wagtailGitHub20.4k ★
80.8
open
31gradio-app/gradioGitHub43k ★
80.4
open
32prometheus/prometheusGitHub64.6k ★
80.0
open

Tracking 284 repos · last updated