How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
xelis-project/xelis-genesix-wallet Genesix is a unique and easy-to-use GUI wallet for XELIS available on Windows, Linux, Andr 42 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,252 tok
quazardous/nelson-mcp LibreOffice MCP Server — turn your open documents into tools for Claude, ChatGPT and any M 42 Codex, OpenCode 1 3,448 tok
zcaudate-xyz/foundation-base zcaudate.xyz core libs and utilities 42 Codex, Gemini CLI, OpenCode 2 21,482 tok
TEN-framework/portal theten.ai Official website of TEN, built on top of Fumadocs 42 Claude Code, Codex, OpenCode 6 1,342 tok
accretional/collector Collector is an ORM, CRUD server, and distributed programming project using protobufs, grp 41 Codex, OpenCode 1 1,840 tok
ChrisTitusTech/titusbooks I hate quickbooks, I'm making my own self-hosted all data never leaves local network. 41 Codex, OpenCode 1 1,477 tok
rickywo/Formic AI-powered task manager that turns goals into shipped code. Orchestrates Claude Code, Copi 41 Claude Code, Codex, OpenCode 2 12,325 tok
GraflowAI/graflow graflow.ai Composable Python framework for LLM agent workflows focused on simplicity and developer ex 41 Claude Code, Codex, OpenCode 3 4,646 tok
noahsaso/my-pi my pi! 41 Codex, OpenCode 1 1,814 tok
wentout/mnemonica abstract technique that aids information retention : instance inheritance system 41 Codex, OpenCode 1 5,386 tok
tidal-music/tidal-sdk-ios TIDAL SDK for iOS 41 Claude Code, Codex, OpenCode 4 1,036 tok
ashtanko/kotlin-app-template 🚀 Kotlin Project Template: A ready-to-use template with GitHub Actions, Detekt, Ktlint, K 41 Claude Code, Codex, OpenCode 4 2,154 tok
anomixer/openclaw-news anomixer.github.io OpenClaw Daily News (with Ollama + Telegram Quick Setup Guide) | Daily News and Quick Setu 41 Codex, OpenCode 1 2,862 tok
cexll/claude-code-env Claude Code Multi-Environment Setup Manager 41 Claude Code, Codex, OpenCode 2 2,352 tok
DeevsDeevs/agent-system Just a set of claude/codex/pi skills to be 10x Deevs' engineer 41 Codex, OpenCode 1 197 tok
kevbite/CompaniesHouse.NET A simple .NET client wrapper for CompaniesHouse API 41 Codex, OpenCode 1 1,930 tok
arturseo-geo/llm-knowledge-base thegeolab.net A schema standard for LLM-compiled personal knowledge bases. AGENTS.md spec, templates, wo 41 Codex, OpenCode 1 3,028 tok
benjaminkomen/TibiaWikiApi Expose data from TibiaWiki with a REST API 41 Codex, OpenCode 1 2,541 tok
KasarLabs/cairo-coder cairo-coder.com Vibe. Prove. Verify. 41 Claude Code, Codex, OpenCode 4 1,560 tok
smilezheng/gojaja Agent-agnostic file-system coordination layer for multi-LLM-agent collaboration (Codex / C 41 Codex, OpenCode 1 1,060 tok
Senuto/nodeshub-seo-skills 41 Claude Code, Codex, OpenCode 21 3,027 tok
kargnas/vscode-ext-tmux-worktree Let's work on 5 projects in parallels 41 Claude Code, Codex, OpenCode 2 4,162 tok
yusong652/flac-mcp pypi.org MCP server connecting AI agents to ITASCA FLAC — run continuum simulations through natural 41 Claude Code, Codex, Gemini CLI, OpenCode 3 3,549 tok
Exadra37/ai-intent-driven-development AI Intent Driven Development (IDD) guidelines and instructions for AI Coding Agents, AI Co 41 Codex, OpenCode 1 1,959 tok
permacommons/chabeau OpenAI-API compatible terminal chatbot and MCP client in Rust 41 Codex, OpenCode 1 506 tok
ericmjl/skills 41 Codex, OpenCode 1 393 tok
TheMattBerman/landing-page-factory Strategy-first landing page generation kit for Claude Cowork & OpenClaw. Extract, route, w 41 Codex, OpenCode 1 1,233 tok
enowdev/enowx-rag RAG Skill and MCP for AI agents for codebase indexing and memory 41 Claude Code, Codex, OpenCode 2 2,238 tok
dmmulroy/opensrc-mcp MCP server for fetching and querying dependency source code 41 Codex, OpenCode 1 907 tok
gabriel-dehan/claude_hooks A Ruby DSL for creating Claude Code hooks 41 Claude Code, Codex, OpenCode 3 466 tok
IvyYang1999/swob swob.app Local-first git graph and session debugger for Claude Code, Codex, Cursor, OpenCode, and 7 41 Claude Code, Codex, OpenCode 2 1,788 tok
mafzaal/d365fo-client thedataguy.pro A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & 41 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,837 tok
verygoodplugins/robinhood-mcp Read-only MCP server for Robinhood portfolio research 41 Claude Code, Codex, OpenCode 2 3,417 tok
retracesoftware/retracesoftware retracesoftware.com Turn failed Python tests and CI runs into replayable debug sessions. 41 Codex, OpenCode 4 3,578 tok
MarceloCaporale/codex-agent-mem marcelocaporale.github.io Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, 41 Codex, OpenCode 1 1,043 tok
GitGuardian/ggmcp gitguardian.com MCP server for remediating hardcoded secrets using GitGuardian’s API. It detects over 600 41 Claude Code, Codex, OpenCode, Windsurf 5 2,572 tok
ChronoAIProject/NyxID nyxid.ai Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies request 41 Claude Code, Codex, OpenCode 2 43,012 tok
feritzcan2/termloop termloop.ai AI terminal for coding agents: run Claude Code, Codex, and shells side by side on your com 41 Claude Code, Codex, Gemini CLI, OpenCode 4 2,622 tok
Azure-Samples/claude learn.microsoft.com Deploy Anthropic Claude on Microsoft Foundry with `azd up` (Bicep or Terraform) and call i 41 Codex, GitHub Copilot, OpenCode 2 2,843 tok
plausibleventures/lattice lattice.plausible.ventures Isometric games made easy — an agentic game kit. 12 agent skills over 9 zero-dependency Ty 41 Claude Code, Codex, OpenCode 2 3,158 tok
chrisgleissner/c64bridge MCP server to control and program the Commodore 64 Ultimate, Ultimate 64, Ultimate II, or 41 Claude Code, Codex, GitHub Copilot, OpenCode 27 4,359 tok
Nagarjuna2997/ios-agent-skill nagarjuna2997.github.io Swift source, Apple guides and MCP tools for AI coding agents. Review iOS code, scaffold a 41 Claude Code, Codex, Gemini CLI, OpenCode 7 5,145 tok
kage-core/Kage kage-core.com Persistent, verified memory for coding agents — so they stop re-explaining your codebase a 41 Claude Code, Codex, OpenCode 2 2,407 tok
rhein1/agoragentic-integrations agoragentic.com Public adapters and discovery catalog for Triptych OS (Agent OS): agent frameworks, MCP/A2 41 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 3,303 tok
PangenomeAI/academic-skills-food-nutrition Open, MIT-licensed food, nutrition & agricultural science research skills for Claude Code, 41 Codex, OpenCode 1 2,174 tok
glebis/humane-agentic-design humane.salient.community Humane Agentic Design — a human-centric design method cycle for people and agents 41 Claude Code, Codex, OpenCode 2 109 tok
suiflex/suitest suitest.suiflex.dev Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, op 41 Claude Code, Codex, Gemini CLI, OpenCode 3 4,775 tok
kirill-markin/expense-budget-tracker expense-budget-tracker.com Self-hosted open-source personal finance expense and budget tracker with balances, transfe 41 Claude Code, Codex, OpenCode 2 3,104 tok
jeffton/batty batty.run PWA built on Pi coding agent 41 Codex, OpenCode 1 664 tok
DemoMacro/office-open office-open.com Create Word, Excel, and PowerPoint files (.docx, .xlsx, .pptx) from plain JSON or fully ty 41 Claude Code, Codex, OpenCode 2 3,467 tok