How real projects configure their agents

1,724 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
aporb/agentic-os A minimal, opinionated template for turning any AI agent CLI into a persistent operating s 11 Claude Code, Codex, Cursor, OpenCode 3 2,326 tok
nrl-ai/chub chub.nrl.ai Agent-agnostic context, tracking, and cost analytics for AI-assisted development. Curated 11 Claude Code, Cursor 4 2,242 tok
shawnla90/shawn-gtme-os shawnos-site.vercel.app 11 Claude Code, Cursor 60 1,978 tok
MikeSquared-Agency/cortex Warren's Graph Memory Engine — embedded Rust knowledge graph with vector similarity, auto- 11 Claude Code, Cursor 2 2,326 tok
Vrivaans/invok-oss useinvok.run Service to connect almost any API with your favorite agent. 11 Codex, Cursor, OpenCode 2 884 tok
ProgrammerAnthony/PatentSkills Automated patent creation workflow covering ideation, writing, and review 11 Cursor 3
project-kessel/insights-rbac Role based access control API service 11 Claude Code, Codex, Cursor, OpenCode 8 2,524 tok
mablanco/pricegrab Android app that compares two prices with different quantities and tells you which one is 11 Claude Code, Codex, Cursor, OpenCode 20 1,412 tok
jarkillo/master-desarrollo-ia Curso de desarrollo con IA 11 Claude Code, Cursor 22 6,969 tok
masterfabric/masterfabric-project-tracker 11 Claude Code, Cursor 5
bsv-blockchain/spv-wallet-web-backend docs.bsvblockchain.org Web wallet backend with storage for custodial wallet's xpriv keys, utilizing a non-custodi 11 Cursor 1 217 tok
kareemessam09/Openship-App Unofficial KMP client for Openship (self-hostable deploy platform) 11 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 19 6,441 tok
stblake/mathilda stblake.github.io A small, highly efficient computer algebra system in written in C99. 11 Claude Code, Codex, Cursor, Kiro, OpenCode, Windsurf 39 4,883 tok
KhalidWar/flutter_cursor_rules Flutter/Dart coding guidelines for Cursor AI IDE 11 Cursor 1 1,304 tok
indranildchandra/cursor-session-tracer An MCP-based observability layer for Cursor agentic sessions that logs agent decisions, fi 11 Claude Code, Cursor 1
Scrapybara/scrapybara-ts-template 11 Cursor 1 1,857 tok
awesome-ai-dev/awesome-ai-dev An open-source project for systematically managing AI development configurations. Provides 11 Claude Code, Cursor 34
4NaNBo1/psd-to-figma Please star! A high-quality local plugin for quickly converting between Figma / MasterGo a 11 Claude Code, Cursor 3 2,697 tok
HeeGyeong/ComposeSample This project provides various examples needed to actually use Jetpack Compose. 11 Claude Code, Cursor 9 4,980 tok
FradSer/mcp-server-local-web-search 11 Cursor 1 151 tok
open-pgx/openpgx openpgx.ai The open standard for AI-readable pharmacogenomics. MCP Server for personalized drug-gene 11 Cursor 1
toasted-iron-studios/godot-agent-mcp A Godot MCP server optimized for agentic code editing via tools like Claude Code, Zed, or 11 Cursor 1 894 tok
cuevaio/normal normal.fast Cool WhatsApp MCP 11 Claude Code, Codex, Cursor, OpenCode 3 1,842 tok
rod-moraes/mcp-auvp 11 Cursor 1
GoodProvider/SkyrimNet_SexLab Adds simple SexLab support to SkyrimNet 11 Claude Code, Codex, Cursor, OpenCode 3 2,006 tok
jasonhnd/design-md-generator Generate publication-quality DESIGN.md files from any website URL. Extract computed styles 11 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,427 tok
openshift/lightspeed-agentic-operator An operator to load the Agentic Lightspeed features of OpenShif 11 Claude Code, Codex, Cursor, OpenCode 12 969 tok
kfnzero/mantis-mcp-server mantis-mcp-server 11 Cursor 1 184 tok
naxium-oss/DistribAI A distributed AI training framework to distribute training across consumer devices, all ed 10 Codex, Cursor, OpenCode 2 4,241 tok
JoodasCode/SlopWatch SlopWatch is a Model Context Protocol (MCP) server that provides AI accountability tools. 10 Cursor 1 916 tok
mjunaidca/taskforce avixato.com MultiTenant Human-Agent (claude, gemini etc.) Task Orchestration Platform. 10 Claude Code, Cursor, Gemini CLI 41 5,814 tok
DesignPipe/exfig designpipe.github.io ExFig — fast design-to-code CLI for Figma & Penpot with parallel exports, batch processing 10 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 34 2,210 tok
treza-labs/treza-sdk TypeScript SDK for the Treza Execution API 10 Cursor 1 341 tok
ttpears/gitlab-mcp npmjs.com Community GitLab MCP Server — works with any GitLab tier (Free/Premium/Ultimate), no Duo r 10 Claude Code, Cursor 2 2,266 tok
glyahh/ai-generate-code Evidence-driven AI software synthesis and verifiable artifact delivery platform with state 10 Cursor 1
5throck/ai-workspace-standards Master configuration for Vibe Coding and Harness Engineering — workspace standards for Cla 10 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 62 22,857 tok
melihbozkurt10/fivem-dev-plugin Claude Code Plugin for Server or Script Development in Fivem 10 Cursor 1 3,472 tok
CGSOG-JumpStarts/JumpStart-AutoNav Design thinking agentic engineering framework 10 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 56 8,275 tok
bsv-blockchain/go-wallet-toolbox Tools for building effective, compliant BRC-100 wallets in Go language. 10 Cursor 1 217 tok
Clawland-AI/Clawarm clawarm.ai Robotic arm controled via OpenClaw. Natural language to motion. Where Openclaw having arm 10 Cursor 1 304 tok
hutchic/.cursor 10 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 33 4,163 tok
baizhiheizi/enjoy_player player.enjoy.bot 10 Claude Code, Codex, Cursor, OpenCode 45 1,685 tok
nandita7krishnan/data-science-agent-toolkit A blueprint for building an agentic harness for your data science team, a structured conte 10 Claude Code, Codex, Cursor, OpenCode 3 1,250 tok
opennem/openelectricity openelectricity.org.au Open Electricity 10 Claude Code, Codex, Cursor, OpenCode 5 1,017 tok
bsv-blockchain/go-p2p Enterprise-ready P2P networking for BSV blockchain—built on libp2p with DHT 10 Cursor 1 217 tok
fuyunzhishang/Pixmind-AI-Agent-SaaS-Template image-prmopt-template.vercel.app 10 Claude Code, Cursor 2 6,573 tok
lovelyJason/mcp-switch A tool integrating Cursor, Windsurf, Claude Code, Codex, Gemini, Antigravity, and other ed 10 Claude Code, Codex, Cursor, OpenCode 11 3,133 tok
Raul-Marin/html-to-design-marcador 10 Cursor 1
m3au/cursorcontext 10 Cursor 1 887 tok
gsinghjay/zodiac-engine A modern astrological calculation API powered by Kerykeion. Interpretations by an LLM. 10 Cursor 1 786 tok