How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
putervision/WebCrypt putervision.github.io Zero-dependency Web Crypto suite & Model Context Protocol (MCP) server for AES-256-GCM, RS 14 Claude Code, Codex, GitHub Copilot 6 4,928 tok
stufently/aviasales-mcp stufently.github.io MCP server for flight price search via the Aviasales / Travelpayouts Data API. 13 read-onl 14 Codex, OpenCode 1 1,915 tok
radimsem/mithril A trustless MCP server that replaces the generic shell tool with validated, sandboxed, pur 14 Claude Code 3 1,709 tok
masakinihirota/github-copilot-custom-instructions GitHub Copilot instructions 14 GitHub Copilot 1 5,196 tok
OutlineDriven/odin-codex-plugin outlinedriven.github.io Outline-Driven Development for Codex CLI - methodology + skills + agents for OpenAI Codex 14 Codex, OpenCode 1 10,608 tok
Abhishekrajpurohit/motion-dev-mcp A MCP server providing offline Motion.dev documentation access and intelligent animation 14 Claude Code 1 4,735 tok
louagej/al-go-mcp-server theframework.be MCP server providing AI assistants with access to Microsoft AL-Go documentation and resour 14 Claude Code, GitHub Copilot 17 838 tok
czottmann/render-claude-context Collects CLAUDE.md files from directory hierarchy (project folder up to `~/.claude/`), emb 14 Claude Code 1 658 tok
omril321/automated-notebooklm Automation around NotebookLM, with a monday.com board integration 14 Claude Code, Codex, OpenCode 4 1,424 tok
livoras/better-playwright-mcp 14 Claude Code 1 595 tok
chengkj99/kj-skills 14 Claude Code, Codex, OpenCode 7 1,368 tok
istefox/istefox-dt-mcp MCP server for DEVONthink 4 - best-in-class connector with RAG-augmented search 14 Claude Code 1 2,309 tok
SoulKyu/openwiki-cc Auto-generate and maintain a documentation wiki for any repo — native Claude Code plugin ( 14 Claude Code, Codex, OpenCode 3 91 tok
Cynrath/agent-context-kit cynrath.github.io Offline-first toolkit for agent-ready repositories: readiness scoring, instruction graphs, 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,051 tok
ZethRise/ReadyDesign-Skill Ready to use design system for cool UI/UX with no extra slop 14 Claude Code, Codex, OpenCode 2 184 tok
welshwandering/cwtch Cwtch - Helpful utilities for Claude Code. Manage profiles, check usage, deploy your army 14 Claude Code 1 1,129 tok
t1/tdder A Claude Code plugin that guides AI agents through disciplined Test-Driven Development and 14 Claude Code, Codex, OpenCode 3 1,132 tok
MartinPuli/createAnApp Evidence-gated AI agent skills for shipping Apple apps from idea validation to App Store l 14 Codex, OpenCode 1 291 tok
forsvn-labs/meta-skills Turn your coding agent into a full product team — composable skills across research, marke 14 Claude Code, Codex, OpenCode 2 341 tok
sbroenne/skillpm skillpm.dev Package manager for Agent Skills. Built on npm. 14 GitHub Copilot 1 1,540 tok
quan0715/open-press open-press.dev AI-first fixed-layout document workspaces. Your AI agent writes proposals, whitepapers, th 14 Claude Code, Codex, OpenCode 2 3,542 tok
krutikJain/android-agent-skills Android skills repository for Kotlin, Compose, XML, testing, CI, release work, and legacy 14 Codex, OpenCode 1 1,437 tok
isak102/neowright Like Playwright, but for Neovim 14 Codex, OpenCode 1 146 tok
ibrahimhajjaj/wu-cli WhatsApp CLI tool — like gh is to GitHub, wu is to WhatsApp 14 Codex, OpenCode 1 1,280 tok
pipulate/pipulate pipulate.com Local First AI SEO Software on Nix, FastHTML & HTMX 14 Claude Code, Codex, OpenCode 7 1,039 tok
peacprotocol/peac peacprotocol.org Portable signed records for automated interactions. 14 Codex, OpenCode 1 1,269 tok
Sangkwun/sandy Deterministic MCP scenario replay for AI agents — create once, replay without LLM inferenc 14 Claude Code 1 1,435 tok
freema/mcp-jira-stdio MCP server for Jira integration with stdio transport. Issue management, project tracking, 14 Claude Code, Codex, OpenCode 5 887 tok
safx/backlog-mcp-server-rust MCP server for Backlog, project management service. 14 Claude Code 1 3,926 tok
TIBCOSoftware/flogo-enterprise-hub Hub for TIBCO Flogo® Resources 14 Claude Code 1 327 tok
Logos-Flux/mnemo MCP server that uses Gemini's context caching as extended memory for AI assistants. Load G 14 Claude Code 1 1,149 tok
kaichen/mcp-config-editor A simple GUI for managing MCP servers, for easy toggle mcp servers. 14 Cursor 1 49 tok
clowlove/Hermes-House clowlove.github.io 🤖 Self-Evolving Multi-Agent AI System | 116+ Skills | TrendRadar · Reviewer | Learn, Buil 14 Codex, OpenCode 1 641 tok
agentailor/create-mcp-server agentailor.com Scaffold production-ready MCP servers in seconds 14 Codex, OpenCode 1 6,323 tok
cloudglue/cloudglue-mcp-server cloudglue.dev Official MCP server for Cloudglue API 14 Claude Code 1 537 tok
emiliomartucci/marvis The Company Brain your agents install — use your coding agent to run projects and coordina 14 Claude Code, Codex, OpenCode 2 199 tok
asta-nguyen/kamehadb kamehadb.astalife.co KamehaDB is a cross-platform database GUI - AI. Support query via human language 14 Claude Code, Codex, OpenCode 17 6,150 tok
joslat/maf-doctor AI-powered toolkit for Microsoft Agent Framework (MAF) migrations — agents, skills, MCP se 14 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,410 tok
Tideshift-Labs/Fathom A Rider Plugin for improving UE5 C++ development for your LLM agent of choice 14 Codex, OpenCode 1 683 tok
tmdgusya/gemini-swarm 14 Codex, Gemini CLI, OpenCode 2 2,567 tok
seanyao/roll seanyao.github.io Autonomous software delivery with AI agents — your BACKLOG runs itself, guided by encoded 14 Claude Code, Codex, OpenCode 3 1,862 tok
forsonny/Codex-OS ko-fi.com Codex CLI development framework that transforms product ideas into production-ready softwa 14 Codex, OpenCode 1 680 tok
daeryundf2-prog/LAZYANTIGRAVITY Open-source agent orchestration framework providing deterministic multi-agent workflows, A 14 Codex, OpenCode 1 2,162 tok
yuxaoxao/dot-ai 14 Claude Code, Codex, OpenCode 2 109 tok
vichhka-git/renef-skills Agent Skill for operating renef.io — Android ARM64 dynamic instrumentation: hook native/Ja 14 Codex, OpenCode 1 561 tok
MageByte-Zero/agent-guidelines Full-stack AI collaboration codex (CLAUDE.md / AGENTS.md / Cursor rules) distilled from Ka 14 Claude Code, Codex, OpenCode 2 6,350 tok
ChrisDBaldwin/Masques masques.ai Role-playing for Agents — temporary cognitive identities bundling intent, context, and len 14 Claude Code, Codex, OpenCode 2 3,938 tok
andikarachman/data-science-plugin Data science and ML workflow tools for Claude Code. 6 agents, 4 commands, 6 skills for pro 14 Claude Code 1 1,378 tok
UitbreidenOS/UitKit uitkit-os.vercel.app Claude Code Skills, Agents & Plugins — UitKit 14 Claude Code 1 905 tok
sebyul2/backstage Watch your AI agents work in a pixel art office — Claude Code plugin 14 Claude Code 1 87 tok