How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
AgriciDaniel/meowmeow a philosophy for talking to AI agents without getting glazed. one trigger, four meanings. 35 Codex, OpenCode 1 318 tok
wzf1997/claude-code-guide wzf1997.github.io A close reading of the Claude Code source code — 84 in-depth analyses across 14 chapters o 35 Claude Code 2 728 tok
starwind-ui/starwind-ui-mcp starwind.dev Framework-aware Starwind UI v3 tools for Astro and React setup, components, docs, and migr 35 Codex, OpenCode 1 258 tok
Deepractice/RoleX Deepractice Role System 35 Claude Code 1 1,040 tok
razbakov/ai-secretary razbakov.com AI-First Organization 35 Cursor 1 1,453 tok
itential/itential-mcp 🔌 Itential Platform MCP Server 35 Claude Code, Codex, OpenCode 2 4,008 tok
ZhaoXingPeng/DBJavaGenix An intelligent database code-generation tool based on the MCP architecture. It supports My 35 Claude Code 2
roboticforce/remembrallmcp roboticforce.io Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classe 35 Claude Code, Codex, OpenCode 2 2,968 tok
FutureRootsDE/legal-audit-de Claude Code plugin for German/EU legal audits (DSGVO, TDDDG, UWG, AI Act, etc.). Not legal 35 Claude Code, Codex, GitHub Copilot, OpenCode 4 7,274 tok
Aicoo-Team/AICOO-Skills aicoo.io An official set of skills to share, maintain and connect personal AI Agents. 35 Claude Code, Codex, OpenCode 2 3,239 tok
loocor/mcpmate mcp.umate.ai MCPMate is a progressive MCP management center for organizing servers, clients, profiles, 35 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,931 tok
eddmann/intervals-icu-mcp MCP server enabling LLMs to interact with Intervals.icu - training data, wellness metrics, 35 Claude Code 2 1,447 tok
zazencodes/agent-skills A central, version-controlled home for coding agent skills across multiple tools 35 Claude Code, Codex, OpenCode 3 846 tok
engineering-os/engineering-os engineering-os.github.io Your AI finally remembers your codebase 35 Claude Code, Codex, OpenCode 14 1,248 tok
tecnomanu/agent-rules-kit Bootstrap of Cursor rules (.mdc) and mirror documentation (.md) for AI agent-guided projec 35 Codex, GitHub Copilot, OpenCode 2 5,682 tok
chunpu/agent-skills agent skills 35 Claude Code, Codex, OpenCode 2 45 tok
0xferrous/agent-box 0xf.rs Sandboxed containers for AI coding agents with disposable Git/Jujutsu workspaces 35 Codex, OpenCode 1 373 tok
EvilFreelancer/rpa-skills t.me Agent-skills marketplace for Claude Code, Codex and Cursor: RPA BDD workflow, Logika (Chel 35 Claude Code, Codex, OpenCode 2 1,870 tok
alexei-led/cc-thingz Portable skills, agents, hooks, and Pi extensions for Claude Code, Codex CLI, Copilot, Cur 35 Claude Code, Codex, OpenCode 2 2,489 tok
religa/multi_mcp Multi-Model chat, code review and analysis MCP Server for Claude Code 35 Claude Code 1 3,146 tok
curie-eng/curie Open-source, self-hostable delivery platform for Claude Code style agents. Connect Slack t 35 Claude Code, Codex, OpenCode 2 13,157 tok
Sagargupta16/claude-cost-optimizer sagargupta.online Save 30-60% on Claude Code costs -- proven strategies, real benchmarks, copy-paste configs 35 Claude Code 4 766 tok
fltman/loop-engineer Claude Code skill + subagent for setting up guardrailed agentic loops (loop engineering): 35 Claude Code 6
shipshitdev/skills shipshit.dev Claude, Cursor, Codex skills and commands 35 Claude Code, Codex, OpenCode 4 371 tok
kumaran-is/claude-code-onboarding 🤖 Team onboarding kit for Claude Code AI coding assistant. Pre-configured with agents, sk 35 Claude Code 7
803/skills-supply Manage AI agent skills across Claude Code, Codex, OpenCode, and others using agents.toml 35 Claude Code, Codex, OpenCode 3 2,409 tok
shuntacurosu/llm_council_skill A Claude Skill that orchestrates multiple LLMs as a council, generating collective intelli 35 Codex, OpenCode 1 831 tok
Webioinfo01/aweskill A CLI-first skill package manager that AI agents can operate themselves. 35 Claude Code, Codex, OpenCode 2 314 tok
pumblus/okf-harness okf-harness.dev Agent-first local harness for OKF-compatible LLM Wikis. 35 Claude Code, Codex, OpenCode 2 382 tok
specstoryai/agent-skills specstory.com SpecStory's official collection of agent skills. Summarize, organize and create with `.spe 35 Claude Code, Codex, OpenCode 2 1,417 tok
EOX-A/EOxElements eox-a.github.io A Web Component collection of geospatial UI elements, crafted by EOX. 35 Codex, OpenCode 1 3,209 tok
nirholas/defi-agents sperax.click DeFi agent definitions JSON API + MCP - Production-ready agents for Web3, crypto trading, 35 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 708 tok
aliyun/alibabacloud-hologres-mcp-server 35 Claude Code 1 1,548 tok
backstabslash/goccc Fast, zero-dependency cost calculator and customizable statusline for Claude Code. Breakdo 35 Claude Code 1 1,189 tok
dj931567261/app-test-control Control apps with AI for automated testing and bug fixing/reproduction 35 Claude Code 4
BiglionX/SkillHub skillhub.proclaw.cc An open-source AI Agent skill marketplace | Publish, share, and manage Skills | Supports m 35 Codex, OpenCode 1 6,782 tok
100yenadmin/Lossless-Codex-Orchestrator-LCO Index, search, summarize, and approval-gate local Codex sessions through OpenClaw/MCP. Age 35 Codex, OpenCode 1 819 tok
togethercomputer/skills Skills to help your coding agents use Together AI products. 35 Codex, OpenCode 1 2,944 tok
jlevy/speculate Extensive doc library and project structure for spec-driven agent coding 35 Claude Code 4
PsychQuant/che-ical-mcp macOS Calendar & Reminders MCP server (29 tools) — native Swift EventKit for Claude Deskto 35 Claude Code, Codex, OpenCode 11 4,015 tok
V-Songbird/foreman Project continuity for Claude Code and Codex: a roadmap beside your code, grounded handoff 35 Codex, OpenCode 1 1,371 tok
saeed-vayghan/gemini-agent-skills A comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerf 35 Claude Code, Gemini CLI 130
Litenova-Solutions/Fuse fuse.codes MCP server for .NET: typecheck AI agent edits against the compiler, resolve DI and route w 35 Claude Code, Codex, OpenCode 2 10,243 tok
epicsagas/Velith epicsagas.github.io AI-native publishing system — build books like software. 6-phase pipeline from blank page 35 Claude Code, Codex, OpenCode 2 2,720 tok
mikechao/metmuseum-mcp Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Ar 35 Claude Code, Codex, OpenCode 2 1,493 tok
wiki3-ai/agent-client-kernel wiki3-ai.github.io A Zed Agent Client Protocol (ACP) Jupyter Kernel 35 Codex, OpenCode 1 680 tok
web3dev1337/agent-workspace agent-workspace.ai All your projects in one workspace. Run multiple CLI agents in parallel across different r 35 Claude Code, Codex, OpenCode 6 13,846 tok
butttons/pi-kit Personal pi coding agent extensions and skills 35 Codex, OpenCode 1 427 tok
jlokos/raybridge MCP server that bridges Raycast extensions to any MCP-compatible client 35 Claude Code 1 285 tok
HIDORAKAI002/ai-workspace-archive A massive, self-updating local archive of AI tools — 11,000+ agent skills, 240+ MCP server 35 Claude Code, GitHub Copilot 2 2,797 tok