How real projects configure their agents

3,700 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
crewplaneai/crewplane Run reviewable, resumable coding-agent workflows across Claude Code, Codex, Gemini, GitHub 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,323 tok
gracefullight/krds krds.gracefullight.dev Theme & components for the Korea Design System (krds.go.kr) — MUI v7 + Tailwind v4 / Base 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 5,534 tok
bug-ops/mcp-execution 🚀 Generate executable TypeScript tools from MCP servers with 98% token savings. Progressi 46 Claude Code, GitHub Copilot 14 19,355 tok
sous-chefs/ossec supermarket.chef.io Development repository for the ossec cookbook 46 Codex, GitHub Copilot, OpenCode 2 3,252 tok
timothywarner/copilot-dev techtrainertim.com GitHub Copilot for Developers (Live Training Course) 46 Claude Code, Codex, GitHub Copilot, OpenCode 27 8,690 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
blockscout/mcp-server Wraps Blockscout APIs and exposes blockchain data by Model Context Protocol 46 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 29 8,468 tok
sinanata/unity-3d-to-sprite-baker sinanata.github.io Drop-in runtime sprite-atlas baker for Unity 6 / URP. Bake any 3D animated character into 46 Codex, GitHub Copilot, OpenCode 2 3,188 tok
ndepend/NDepend.MCP.Server ndepend.com A suite of MCP tools that provides in-depth workspace analysis, advanced code inspection, 46 GitHub Copilot 1 1,014 tok
anthony-chaudhary/fak anthony-chaudhary.github.io Agentic Runtime 46 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 80 15,772 tok
jmrplens/gitlab-mcp-server docs.jmrp.io Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ Git 46 Claude Code, Codex, GitHub Copilot, OpenCode 36 53,119 tok
Manikantareddy941-hash/-caveman 46 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,408 tok
ambroise-leclerc/WebFront C++’s missing standard GUI. One reactive TypeScript UI for every C++23 target: a native wi 45 Codex, GitHub Copilot, OpenCode 2 4,895 tok
idoforgod/Church-Admin-AgenticWorkflow Church Administration AI Agentic Workflow Automation System 45 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 44 40,238 tok
niklaserik/effect-mcp A mcp server for fetching the Effect-ts documentation 45 GitHub Copilot 1 266 tok
ssdeanx/AgentStack AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ ent 45 Claude Code, Codex, GitHub Copilot, OpenCode 50 34,906 tok
JKorf/CryptoClients.Net cryptoexchange.jkorf.dev Library allowing full access to multiple different cryptocurrency exchange API's. Provides 45 Codex, GitHub Copilot, OpenCode 2 3,280 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
szaffarano/org-mcp-server MCP server for org-mode and org-roam knowledge base management 45 Claude Code, GitHub Copilot 2 3,250 tok
laurentvv/crawl4ai-mcp-llm crawl4ai-mcp-llm-doc.vercel.app Web crawling tool that integrates with AI assistants via the MCP 45 Codex, GitHub Copilot, OpenCode 2 2,630 tok
sandialabs/atlas-ui-3 A LLM chat UI. 45 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,576 tok
barun-saha/kodeagent kodeagent.readthedocs.io The minimal AI agent engine 45 GitHub Copilot 1 173 tok
hiero-ledger/solo An opinionated CLI tool to deploy and manage standalone test networks. 45 Claude Code, Codex, GitHub Copilot, OpenCode 9 6,272 tok
future-architect/uzomuzo-oss Detect abandoned and end-of-life dependencies that CVE-based scanners don't flag, and rank 45 Claude Code, Codex, GitHub Copilot, OpenCode 37 24,839 tok
PinkR1ver/vibe-roast npmjs.com Local-first AI coding personality profiler, usage dashboard, and evidence-grounded roast. 44 Claude Code, Codex, GitHub Copilot 13 662 tok
geval-labs/geval geval.io Decision orchestration and reconciliation for AI changes. 44 GitHub Copilot 1 846 tok
ErkanBarin/playwright-agent-mcp-starter Boiler Plate for Playwright Automation with Ai Skills and Agents 44 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,249 tok
Robotti-io/copilot-security-instructions ✨ A customizable copilot-instructions.md ruleset & prompts to guide GitHub Copilot toward 44 Claude Code, Codex, GitHub Copilot 12 1,869 tok
nirholas/universal-crypto-mcp mcp.giving Universal MCP server for AI agents to interact with any* blockchain via natural language a 44 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 802 tok
personamanagmentlayer/pcl pclang.org Persona Control Language (PCL) 44 Claude Code, GitHub Copilot 2 8,242 tok
askdba/mysql-mcp-server MySQL Server implementation for Model Context Protocol (MCP) written in Go. 44 Codex, GitHub Copilot, OpenCode 2 550 tok
iPythoning/b2b-sdr-hermes-skill Autonomous AI SDR skill for Hermes Agent — finds buyers, qualifies leads, sends outreach, 44 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,096 tok
Wolfe-Jam/faf-cli faf.one The context every AI coding agent reads — authors AGENTS.md, CLAUDE.md, GEMINI.md & .curso 44 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,149 tok
fluttersdk/wind fluttersdk.com Tailwind CSS for Flutter. Utility classes like flex, p-4 and dark:bg-gray-800 compose into 44 Claude Code, GitHub Copilot 10 11,482 tok
IgniteUI/igniteui-theming A set of Sass mixins, functions, and variables used to create themes for a variety of UI f 44 Claude Code, GitHub Copilot 30 —
cybergarage/go-matter Matter is an open-source connectivity standard for smart home and IoT (Internet of Things) 44 GitHub Copilot, Gemini CLI 2 1,723 tok
Heratiki/locallama-mcp An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intel 43 Claude Code, Codex, GitHub Copilot, OpenCode 11 10,952 tok
dvcol/neo-svelte dvcol.github.io Neomorphic ui library for svelte 5 43 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,143 tok
jescrich/nestjs-workflow NestJS Workflow Module 43 Codex, GitHub Copilot, Cursor, OpenCode 3 1,687 tok
ojamin/trilium-extended-shiz A collection of scripts etc. for Trilium (Next) Notes, including a fully featured habit tr 43 GitHub Copilot 1 952 tok
FouadMagdy01/RNCopilot Production-ready React Native Expo starter template with auth, theming, i18n, and 33+ UI 43 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 11,654 tok
honeydew-ai/honeydew-ai-coding-agents-plugins honeydew.ai Honeydew AI plugins for coding agents (Claude Code, Codex, Cursor, Github Copilot, Gemini, 43 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,103 tok
FerroxLabs/wayland-core getwayland.com Multi-provider AI agent CLI written in Rust 43 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 9,106 tok
RajjjAryan/career-copilot AI-powered job search pipeline for AI coding agents 43 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 465 tok
DitriXNew/MCP-DB-Client MCP layer for 1C 43 GitHub Copilot 1 1,010 tok
raffertyuy/github-copilot-prompts 43 Claude Code, GitHub Copilot 14 1,117 tok
putervision/state-memory-mcp statememorymcp.com Persistent, branch-aware workflow state memory MCP server for AI coding assistants. Tracks 42 Claude Code, Codex, GitHub Copilot, Windsurf 10 74,369 tok
mits-pl/wove Open-source AI coding agent. Desktop app, bring your own model. Writes code, browses the w 42 Claude Code, GitHub Copilot 18 816 tok
qorstack/qorstack-report report.qorstack.com 42 GitHub Copilot 1 18 tok
twitbruv/twitbruv 42 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,081 tok