How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
marselsel/Lexware-MCP-Server Self-hostable MCP server with OAuth 2.1 — connect Claude, ChatGPT, or any other MCP-capabl 43 Codex, OpenCode 1 163 tok
FelixIsaac/whatsapp-mcp-extended Actively maintained WhatsApp MCP — 26 tools, webhooks, anti-ban, Docker, self-healing. Dro 43 Claude Code, Codex, OpenCode 2 2,865 tok
tristanwqy/GooFish-AIMonitor 🐟 Xianyu/Goofish smart monitoring console: AI-powered product selection + instant alerts 43 Codex, OpenCode 1 1,839 tok
wbopan/things-cloud-mcp thingscloudmcp.com MCP server for Things 3 via Things Cloud API 43 Claude Code, Codex, OpenCode 4 3,084 tok
ctfysh/craft-of-research A Socratic research-guide skill distilled from The Craft of Research (5th Edition). 43 Codex, OpenCode 1 849 tok
portolan-sdi/portolan-cli cli.portolan-sdi.org A CLI tool for managing cloud-native geospatial data 43 Claude Code, Codex, OpenCode 6 2,827 tok
tyroneross/pyramid-principle rosslabs.ai Barbara Minto's Pyramid Principle as composable Claude Code skills — short-form, long-form 43 Codex, OpenCode 1 637 tok
zxc663/shisan-xinuo-workflow Shisan Xinuo Agent workflow: a three-tier runway (L1/L2-S/L2-F), rapid classification usin 43 Codex, OpenCode 1 1,985 tok
Chasen-Liao/resume-skills Generate polished resume skills with an Agent in one sentence, and match them to relevant 43 Codex, OpenCode 1 1,269 tok
nikolas-sapa/ns-ui design.helpmarq.com A shadcn-compatible registry of 542 React components you install as plain source — no pack 43 Codex, OpenCode 1 6,237 tok
Fantasality/dsh-origin-plugin Drive OriginLab Origin scientific plotting from AI chat via MCP. 74 tools: modal-dialog wa 43 Codex, OpenCode 1 1,355 tok
tsedio/tsed-cli 💻 CLI for Ts.ED framework 43 Claude Code, Codex, OpenCode 32 812 tok
najaeda/naja-verilog A standalone structural (gate-level) verilog parser 43 Codex, OpenCode 1 456 tok
morpho-org/sdks morpho.org Typescript SDKs to interact with the Morpho protocols 43 Codex, OpenCode 1 12,639 tok
latentwill/ideonomy-skill A Claude Code skill for expanding ideas via Patrick Gunkel's ideonomy, synthesized from Gr 43 Codex, OpenCode 1 717 tok
forever-healthy/AI4L forever-healthy.org AI for Practical Longevity (AI4L) - Enabling anyone to use AI to generate high-quality, ev 43 Claude Code, Codex, OpenCode 9 1,225 tok
MarcelLeon/skills-zh agent-skills: Chinese localization and adaptation 42 Codex, OpenCode 1 609 tok
romanticamaj/promptasy A browser game to learn prompt engineering by playing — explore a world and solve challeng 42 Claude Code, Codex, OpenCode 2 9,575 tok
basehub-ai/forums forums.basehub.com 42 Claude Code, Codex 2 —
leeguooooo/Mailbox email skill 42 Codex, OpenCode 1 492 tok
ferdinandobons/CodeDebrief ferdinandobons.github.io Local-first static analysis that turns source code into deterministic, source-grounded wor 42 Claude Code, Codex, Gemini CLI, OpenCode 3 4,365 tok
mitchellbernstein/shabbat.md Make Agents Kosher Again. An open format for Shabbat-compliant AI agent configuration. 42 Codex, OpenCode 1 31 tok
twitbruv/twitbruv 42 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,081 tok
Sunagatov/Lexora A modern English vocabulary learning app focused on topic-based study, fast review, and pr 42 Claude Code, Codex, GitHub Copilot, OpenCode 5 976 tok
dcloudio/hbuilderx-extension-docs hx.dcloud.net.cn HBuilderX user documentation and plugin development documentation. 42 Codex, OpenCode 1 433 tok
hummat/bproc-pubvis hummat.github.io Publication-ready visualization of 3D objects and point clouds in seconds. 42 Codex, OpenCode 1 1,225 tok
SumoLogic/sumologic-documentation sumologic.com Open Source repo for Sumo Logic documentation. 42 Claude Code, Codex, OpenCode 28 4,138 tok
musegate/Forgevia Forge your development workflow into steel. 42 Claude Code, Codex 22 —
goldbergyoni/test-coverage-mcp Context engineering: Make your agents aware of how they affect 🧪 test coverage🧪 during a 42 Claude Code, Codex, OpenCode 13 815 tok
st1page/agent-knowledge-framework Agent team knowledge framework with layered structure for principles, skills, insights, an 42 Codex, OpenCode 1 1,462 tok
AvengerMoJo/MoJoAssistant A Local-First Cognitive Firewall for Human Agency and AI Safety 42 Codex, OpenCode 1 634 tok
CompleteTech-LLC-AI-Research/beyond-the-token-bottleneck Obsidian research wiki on latent-space reasoning and inter-agent communication beyond the 42 Claude Code, Codex, OpenCode 3 6,173 tok
championswimmer/env.sync.local envsync.arnav.tech sync your env secrets securely peer-to-peer on local networks 42 Claude Code, Codex, OpenCode 2 5,036 tok
cameronapak/freedom-stack-v3 git.new A no-build, un-bloated stack built upon Web Standards that feels freeing to use and can be 42 Claude Code, Codex, OpenCode 43 302 tok
czottmann/kagi-ken-mcp Unofficial MCP server for working with Kagi *without* API access (you'll need to be a cust 42 Codex, OpenCode 1 696 tok
lonormaly/builders-stack Opinionated AI-native monorepo starter — build your MVP as a production-ready structure. a 42 Claude Code, Codex, OpenCode 2 9,453 tok
event-catalog/agents eventcatalog.dev AI Agents designed to help manage and update EventCatalog for users 42 Codex, OpenCode 1 4,032 tok
WhitehatD/crag crag.sh The bedrock layer for AI coding agents. One governance.md. Any project. Never stale. Unive 42 Claude Code, Codex, OpenCode 2 601 tok
alexk-dev/golemcore-bot golemcore.me Agent Platform for AI-Native Companies 42 Claude Code, Codex, OpenCode 2 3,732 tok
Degenapetrader/EVClaw OpenClaw AI Trading Agent, based on EVPlus.AI data. 42 Codex, OpenCode 1 1,755 tok
SiyaoZheng/GEZHI siyaozheng.org GEZHI (格致): a scholar-centered agent architecture for traceable, reviewable, and verifiabl 42 Codex 1 —
Rai220/anima_sdk Minimal runtime for long-running autonomous agent experiments 42 Codex, OpenCode 1 1,334 tok
bdouble/pm-vibecode-ops An agentic, AI-powered workflow for Product Managers and other non-engineers to build bett 42 Codex, OpenCode 1 4,809 tok
Doulor/Clawd-Companion Claude Code desktop pet companion — a transparent desktop pet window that displays Claude 42 Claude Code, Codex, OpenCode 2 2,666 tok
hodgesmr/agent-fecfile A Claude Code plugin + Agent Skill + MCP Server for analyzing Federal Election Commission 42 Claude Code, Codex, OpenCode 2 1,308 tok
dsebastien/whatsapp-claude-agent Bridge WhatsApp with Claude Code - interact with your files via WhatsApp messages 42 Claude Code, Codex, OpenCode 2 1,027 tok
krapie/mycelium tiny.kevinprk.com Organize your AI sessions, and carry what they know into the next one. 42 Claude Code, Codex, OpenCode 2 4,939 tok
man0l/ai-directories flowcraftpro.com Submit your AI tool or AI Agent in AI directories 42 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 4,688 tok
rretsiem/opencode-hive opencode.ai Multi-agent architecture for Opencode — cost-optimized model routing, parallel specialist 42 Codex, OpenCode 1 1,233 tok
FalkorDB/FalkorDB-MCPServer falkordb.com FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorD 42 Claude Code, Codex, OpenCode 2 1,406 tok