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.

Devin — Operates from a sandboxed Ubuntu VM and runs an 8-step machine setup (deps, secrets, language versions, lint/test commands) per Cognition's repo-setup docs. CI config files alone aren't what the docs ask for — a runnable dev environment is.
Leaderboard — page 6 of 11 for Devin
RankRepoStarsScoreExternal link
161SigNoz/signozGitHub31.6k ★
75.6
open
162microsoft/vscodeGitHub187.8k ★
75.3
open
163ggml-org/whisper.cppGitHub52.2k ★
75.1
open
164lit/litGitHub21.7k ★
75.1
open
165Uniswap/interfaceGitHub5.5k ★
74.7
open
166TanStack/aiGitHub2.9k ★
74.4
open
167prettier/prettierGitHub52.1k ★
74.3
open
168MaterializeInc/materializeGitHub6.3k ★
74.3
open
169rustdesk/rustdeskGitHub118.7k ★
74.2
open
170fastify/fastifyGitHub36.8k ★
74.0
open
171phoenixframework/phoenixGitHub23.1k ★
74.0
open
172krakenfx/kraken-cliGitHub674 ★
74.0
open
173pocketbase/pocketbaseGitHub60.2k ★
73.8
open
174ghostfolio/ghostfolioGitHub9k ★
73.8
open
175makeplane/planeGitHub54.9k ★
73.4
open
176nocodb/nocodbGitHub64.2k ★
73.1
open
177TanStack/queryGitHub50k ★
73.1
open
178pandas-dev/pandasGitHub49.3k ★
73.1
open
179godotengine/godotGitHub114.5k ★
73.0
open
180tauri-apps/tauriGitHub109.4k ★
72.9
open
181influxdata/influxdbGitHub31.7k ★
72.9
open
182BurntSushi/ripgrepGitHub66.5k ★
72.7
open
183coollabsio/coolifyGitHub59.4k ★
72.7
open
184nats-io/nats-serverGitHub20.3k ★
72.7
open
185encode/httpxGitHub15.4k ★
72.7
open
186AutoMQ/automqGitHub10.3k ★
72.7
open
187Comfy-Org/ComfyUIGitHub122k ★
72.5
open
18811ty/eleventyGitHub19.8k ★
72.5
open
189storybookjs/storybookGitHub90.6k ★
72.1
open
190medusajs/medusaGitHub35.3k ★
72.1
open
191apache/beamGitHub8.6k ★
72.1
open
192immich-app/immichGitHub108.6k ★
71.8
open

Tracking 332 repos · last updated