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
snowdreamtech/template snowdreamtech.github.io An enterprise-grade, foundational template designed for multi-AI IDE collaboration. This r 15 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 7 2,764 tok
synpulse8-opensource/pulse8-ai-cortex-knowledge-vault synpulse8.com Agent-native knowledge OS built on Markdown. A shared vault for AI agents and humans, back 14 Codex, Cursor, OpenCode 11 974 tok
proj-airi/airi-android Allow LLM to use Android Device 14 Claude Code, Codex, Cursor, OpenCode 2 76 tok
kaichen/mcp-config-editor A simple GUI for managing MCP servers, for easy toggle mcp servers. 14 Cursor 1 49 tok
quinnjr/threads-mcp quinnjr.github.io Production-ready Model Context Protocol server for Threads.com API. Features rate limiting 14 Cursor 2 142 tok
sandraschi/virtualization-mcp MCP Server and Webapp for VirtualBox, Hyper-V and Windows sandbox. VM operations, network 14 Claude Code, Codex, Cursor, OpenCode 5 1,040 tok
gamedevpl/www.gamedev.pl gamedev.pl Point Claude Code, Cursor, or any MCP-capable agent at this server and it builds a real, p 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 5,111 tok
v0id-user/setmac macOS setup automator. Reinstall all your dev tools, apps, and configs after a fresh forma 14 Claude Code, Cursor 3 1,979 tok
PramodDutta/AdvancePlaywrightFramework1x 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,662 tok
zbowling/mcpcodeserver A Model Context Protocol (MCP) proxy server that translates tool calls into TypeScript cod 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 6,814 tok
duyet/codex-claude-plugins Codex and Claude Code plugins 14 Claude Code, Cursor 2 1,058 tok
nongjun/feishu-cursor-claw Turn Feishu/Lark into a remote control for Cursor AI — your personal AI strategic partner 14 Claude Code, Codex, Cursor, OpenCode 5 1,840 tok
wuguirongsg/coreldraw-mcp Let AI drive CorelDRAW directly via the Model Context Protocol — automated design file gen 14 Claude Code, Codex, Cursor, OpenCode 8 2,405 tok
vast-data/vast-admin-mcp pypi.org MCP server for VAST Data cluster administration - monitoring, management, and diagnostics 14 Cursor 1
seoskillsai/seo-skills-ai seoskillsai.com SEO Skills AI: Universal AI SEO Agent & Technical Optimization Suite across Claude Code, A 14 Claude Code, Codex, Cursor, OpenCode 3 2,451 tok
cote-star/agent-chorus Local-first CLI to read, compare, and hand off sessions across Claude Code, Codex, Gemini, 13 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,938 tok
QuickerHub/quicker-rpc QuickerAgent: AI desktop assistant for Quicker. Monorepo with QuickerRpc plugin + qkrpc CL 13 Claude Code, Codex, Cursor, OpenCode 25 4,357 tok
isndev/qb-linq Lazy Enumerable-style LINQ pipelines for C++17: where, select, order_by, group_by, joins, 13 Codex, GitHub Copilot, Cursor, OpenCode 3 1,389 tok
FeatureFactory-io/mimir Mimir is a foundation for self-evolving methodologies for well-defined tasks - it provides 13 Claude Code, Cursor 6 3,444 tok
1mrat/cursor-taskrunner This is a proof of concept that shows how you can get cursor to execute tasks like creatin 13 Cursor 1 144 tok
baijum/ukulele-companion baijum.github.io An offline app for learning ukulele — on Android and iOS. Chords, scales, music theory, co 13 Claude Code, Codex, Cursor, OpenCode 25 3,299 tok
lie5860/openai-search-mcp 13 Claude Code, Codex, Cursor, OpenCode 40 111 tok
marcusquinn/amazon-order-history-csv-download-mcp Download Amazon Order History As Orders & Items CSV files, plus simplified CSV file versio 13 Claude Code, Codex, Cursor, OpenCode 3 1,350 tok
daniel-carreon/MCP_servers 13 Cursor 1 1,225 tok
aspekt19/unboxed-loyalty-spark 13 Codex, Cursor, OpenCode 2 5,027 tok
byh3071-cpu/vhk yohanstudio.co VHK — a Korean CLI that organizes AI coding sessions around goals, evidence, memory, and r 12 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 18 10,278 tok
aide-family/moon-web Moon Web is the frontend for the Moon Monitoring Platform. It uses a micro-frontend archit 12 Claude Code, Cursor 5
jarcms/wechat-smdc [Video tutorial] WeChat scan-to-order mini program 12 Cursor 1 5,238 tok
soldera-org/algorytm Algorütmi saate jaoks AI Promptid 12 Cursor 7 4,704 tok
mikiships/agentmd pypi.org Generate high-quality AI agent context files (CLAUDE.md, AGENTS.md, .cursorrules, copilot- 12 Claude Code, Codex, Cursor, OpenCode 3 1,751 tok
ensingm2/AI-threat-modeling-rulesets A collection of rule and instruction sets for AI systems such as GitHub copilot and Cursor 12 GitHub Copilot, Cursor 2 1,449 tok
oyi77/1ai-skills oyi77.github.io 1282 production-ready AI agent skills with self-evolving meta-skills — 783 cybersecurity, 12 Claude Code, Codex, Cursor, OpenCode 3 1,333 tok
georgejeffers/Gemini-MCP-Server A Model Context Protocol (MCP) server that integrates with Google's Gemini Pro model, can 12 Cursor 1 266 tok
djm81/log_analyzer_mcp Log Analyzer MCP is a powerful Python-based toolkit designed to streamline the way you int 12 Cursor 1 425 tok
danielsmithdevelopment/ClawQL MCP server: search + execute over OpenAPI 3, Swagger 2, or Google Discovery, with optional 12 Codex, Cursor, OpenCode 16 529 tok
rgrz/peoplesoft-mcp A Model Context Protocol (MCP) server that enables AI assistants to query and understand P 12 Claude Code, Cursor 3
cajasmota/grafel Multi-repo code knowledge graphs for AI agents. Cross-repo linking, infrastructure topolog 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 6,537 tok
juanje/agentic-buddy A self-organizing memory for any AI agent. Brain dump tasks, decisions, ideas, and context 12 Claude Code, Cursor 13 200 tok
swnotmetal/Project-Koma Lightweight, agent-friendly AI security toolkit for Node.js & TypeScript. Check if your ag 12 Codex, Cursor, OpenCode 2 996 tok
ahostbr/kuroryuu-public Kuroryuu - AI Agent Orchestration Platform with Desktop App, MCP Integration, and Docker S 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 608 tok
wintersleepAI/swnr The Stars Without Number, Cities Without Number, and Ashes Without Number system for Foun 12 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 3,935 tok
galliani/contextmax curator.contextmax.dev 🚀 Browser-based tool for creating reusable sets of context for LLM. Improve response qual 11 Claude Code, Cursor 2 1,960 tok
mohankrishnaalavala/context-router pypi.org Memory-aware context engine for AI coding agents — up to 91% fewer tokens, 17/18 rank-1 ac 11 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 2,235 tok
docxology/codomyrmex doi.org Modular Python 3.11+ coding and agent platform — 130 modules spanning LLM agents (13+ prov 11 Claude Code, Codex, Cursor, OpenCode 20 12,500 tok
snyk/agentic-integration-wrappers snyk.io Provides wrappers to integrate with agentic workflows 11 Cursor 1 702 tok
Sim-xia/Blind-Auditor MCP tool for improving model coding quality by mandatory self-audition 11 Cursor 1 144 tok
dcc-mcp/dcc-mcp-houdini pypi.org SideFX Houdini adapter for the DCC Model Context Protocol 11 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 3,901 tok
claude-code-expert/carve-harness Harness Engineering for Project 11 Claude Code, Codex, Cursor, OpenCode 43 2,558 tok
dfirtnt/Huntable-CTI-Studio dfirtnt.wordpress.com Huntable CTI Studio is an AI-assisted cyber threat intelligence workbench that turns open- 11 Claude Code, Codex, Cursor, OpenCode 32 4,338 tok
shinpr/ai-business-planner AI-assisted business planning in Cursor. Create market research, business plans, PRDs, pro 11 Claude Code, Codex, Cursor, OpenCode 9 765 tok