How real projects configure their agents

1,769 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
TrueCrimeDev/ClautoHotkey In-depth AHK v2 coding harness build with all the tools to create advanced AHK v2 projects 60 Claude Code, Cursor 47 2,169 tok
aleyan/dela A task runner that delegates the work to other tools 59 Codex, Cursor, OpenCode 2 150 tok
dunialabs/peta-core peta.io The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based a 59 Claude Code, Codex, Cursor, OpenCode 3 8,861 tok
doncheli/don-cheli-sdd doncheli.tv Don Cheli — SDD Framework. The most comprehensive Specification-Driven Development framewo 59 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 62 3,547 tok
AH64-dll/OpenEdit ah64-dll.github.io AI-native video editor driven as a local MCP server. Linux + Windows: ingest, transcribe, 57 Claude Code, Cursor 2 —
Harzva/learn-likecc Claude Code source code reverse-recovery project | Source map reverse engineering · archit 56 Claude Code, Codex, Cursor, OpenCode 15 146 tok
xin-lai/CodeSpirit CodeSpirit is a revolutionary full-stack low-code + AI development framework that achieves 56 Claude Code, Codex, Cursor, OpenCode 48 1,352 tok
taptap/instant-games-open-mcp TapTap mini-game open capabilities MCP 56 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 6,616 tok
poweroutlet2/openground openground.ai On-device documentation search for agents 55 Claude Code, Cursor 2 —
SkeneTechnologies/skene-cookbook 700+ AI skills for Claude and Cursor — PLG, marketing, security, DevEx, and more. One comm 55 Codex, Cursor, OpenCode 2 3,860 tok
doITmagic/rag-code-mcp doitmagic.github.io Privacy-first semantic code navigation MCP server using RAG. Features deep AST multi-langu 55 GitHub Copilot, Cursor, Windsurf 3 919 tok
hongmaple0820/scale-engine scale-os.hongmaple.top SCALE Engine is an AI engineering scaffolding engine that provides a physical constraint l 55 Claude Code, Codex, Cursor, OpenCode 7 1,317 tok
sybrew/troy deploytroy.org Ride your own code. 55 GitHub Copilot, Cursor 10 7,507 tok
janespace-ai/claw-wallet clawwallet.top Web3 wallet for AI agents (OpenClaw). Self-hosted, non-custodial, multi-chain EVM. 16 tool 54 Claude Code, Cursor 10 —
meishanlaoyao/elysia-admin elysia-admin.top A modern full-stack admin management system based on Elysia.js and Art Design Pro. 54 Claude Code, Codex, Cursor, Kiro, OpenCode 9 6,982 tok
ariffazil/arifOS arifos.arif-fazil.com Independent policy kernel for AI agents: judge before execute. F1–F13 floors, VAULT999 rec 53 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 7,715 tok
ifmelate/n8n-workflow-builder-mcp MCP server that allow LLM in agent mode builds n8n workflows for you 52 Claude Code, Cursor 2 1,058 tok
T1nker-1220/memories-with-lessons-mcp-server I enhance the existing memory mcp server from the official mcp github, so big thanks and c 52 Cursor 1 607 tok
radiantlogicinc/fastworkflow A framework for building large-scale, deterministic, interactive workflows with a fault-to 52 Claude Code, Codex, Cursor, OpenCode 18 2,348 tok
double-coding-lab/Flow2Spec double-coding-lab.github.io 52 Claude Code, Codex, Cursor, OpenCode 26 3,206 tok
sandraschi/windows-computer-use-mcp Windows Computer Use for AI Agents. Both a tool (22 MCP tools for click, type, screenshot, 52 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 2,470 tok
pomerium/mcp-app-demo Demo application showcasing how to build and secure MCP servers and clients with Pomerium 51 Claude Code, GitHub Copilot, Cursor 3 10,303 tok
erweixin/prompt-challenges prompt-challenges.pages.dev A practical LLM learning path from clear prompting to tool use, IDE collaboration, MCP, Sk 51 Cursor 1 1,498 tok
sandraschi/calibremcp Calibre library automation via FastMCP — metadata, shelves, RAG, ai workflows. Plus webapp 51 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,763 tok
oliverearl/nes-php-glfw An NES emulator written in PHP 8.5 using the OpenGL GLFW extension. 50 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 10,859 tok
donghaozhang/video-agent-skill First Python Package for Video Cli Generation and Processing 50 Claude Code, Cursor 13 7,479 tok
leshchenko1979/fast-mcp-telegram tg-mcp.l1979.ru Telegram MCP gateway for AI agents: 8 tools, multi-tenant HTTP/stdio, MTProto 50 Claude Code, Codex, Cursor, OpenCode 8 1,163 tok
jdevalk/seo-graph joost.blog Agent-ready SEO for JavaScript — schema.org JSON-LD graph builder with an Astro integratio 50 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 26,857 tok
tao-hpu/nano-spec Spec-driven thinking, nano-sized docs. Lightweight task specification for AI-assisted deve 50 Claude Code, GitHub Copilot, Cursor 3 1,505 tok
JubaKitiashvili/everything-react-native-expo erne.dev Complete AI coding agent harness for React Native and Expo development 50 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 70 5,822 tok
Suraj1235/open-dynamic-workflows Open-source dynamic multi-agent workflows for AI coding agents - the script-as-orchestrato 50 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 587 tok
henryxm/autumn Developed with Spring, Spring Boot, Redis, MyBatis, Shiro, and Druid, using MySQL. If you 49 Cursor 2 —
buiphucminhtam/forgewright Adaptive AI Orchestrator — 52 skills, 19 modes. SaaS, game dev, XR, AI/ML. Pipeline: DEFIN 49 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 19 18,889 tok
zhouda1fu/Ncp.Admin ncp 49 Claude Code, Codex, Cursor, OpenCode 9 1,172 tok
aiurda/devcontext DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide devel 49 Cursor 1 931 tok
Naridon-Inc/aura auravcs.com An audit trail for what AI agents changed in your codebase, and why — signed, per commit, 49 Claude Code, GitHub Copilot, Cursor, Gemini CLI, Windsurf 5 4,687 tok
verdikta/verdikta-applications Example applications using the Verdikta blockchain. 49 Codex, Cursor, OpenCode 2 1,449 tok
MikeyPetrillo/Agent402 agent402.tools agent402.tools: 500+ pay-per-call tools, metered models and finished reports for AI agents 49 Claude Code, Codex, Cursor, OpenCode 7 6,145 tok
henryalps/vscode-clinerules A VSCode plugin to help you quickly configure rules for the Cline / Roo AI programming ass 47 Cursor 1 812 tok
bezael/ai-workflow-kit ai-workflow-kit 47 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,810 tok
aws-samples/sample-kiro-cli-prompts-for-product-teams 47 Claude Code, Cursor, Kiro 30 37,351 tok
UseJunior/safe-docx safedocx.com Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server 47 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 9 2,712 tok
nickytonline/dev-to-mcp nickyt.co A remote Model Context Protocol (MCP) server for interacting with the dev.to public API wi 46 Claude Code, GitHub Copilot, Cursor 3 2,352 tok
ifokeev/telegram-ai-agent Telegram AI Agent: A powerful Python library for creating AI-powered Telegram bots 46 Cursor 1 423 tok
AndreNeves97/brag-document 46 Codex, Cursor, OpenCode 5 1,456 tok
Manikantareddy941-hash/-caveman 46 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,408 tok
austintgriffith/ethereum-wingman 45 Claude Code, Codex, Cursor, OpenCode 5 3,982 tok
StChiotis/Library-First-Engineering Thinking in the Human · Processing in the AI · Truth in the Documentation 45 Claude Code, GitHub Copilot, Cursor 3 1,090 tok
TOMOSIA-VIETNAM/open-pr open-pr.vercel.app AI code review that lands on the PR, not in your terminal — GitHub, GitLab, Bitbucket. Lea 45 Claude Code, Cursor 3 2,680 tok
synaptiai/prompt-decorators synaptiai.github.io A standardized framework for enhancing how LLMs process and respond to prompts through com 44 Cursor 1 23,596 tok