How real projects configure their agents

24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
wanggang316/you-skill youskill.cc Keep Your Agent Skills Organized 3 Codex, OpenCode 1 1,084 tok
frowang-ai/paper-agent-skills 3 Codex, OpenCode 1 642 tok
asherzj/ashers-agent-skills Chinese research and development processes and composable engineering Skills for Coding Ag 3 Codex, OpenCode 1 1,201 tok
curtisgalloway/public-skills Reusable agent skills for Claude Code and other agentic coding tools 3 Codex, OpenCode 1 1,103 tok
devantler-tech/agent-plugins Tool-neutral agent-plugin marketplace — maintained and curated skills, MCP servers and age 3 Claude Code, Codex, OpenCode 2 5,859 tok
ReScienceLab/TrySkills tryskills.sh One URL to try any agent skill — powered by Hermes Agent 3 Claude Code, Codex, OpenCode 28 2,750 tok
Lzy599775/agent-auto-sci-skills lzy599775.github.io Auto-sci-research: End-to-end research writing, literature reviews, bibliometrics, GIS exp 3 Codex, GitHub Copilot, OpenCode 2 2,013 tok
SidekicksStudio/marketing-agency-in-a-box Marketing Agency in a Box — 40+ AI agent skills for agencies and founders. Built on coreyh 3 Claude Code, Codex, OpenCode 2 2,243 tok
vaquarkhan/Fullstack-development-agent-skills Full stack development agent skills are portable packages of instructions, scripts, and re 3 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 14 1,067 tok
qte77/claude-code-plugins qte77.github.io A Claude Code plugin marketplace providing skills, rules, and scripts extracted from a pro 3 Claude Code, Codex, OpenCode 3 906 tok
djimit/overheid-plugins Centrale catalogus van Claude Code plugins voor de Nederlandse overheid 3 Codex, OpenCode 1 1,254 tok
SyntaxArc/archipy-plugin syntaxarc.github.io Cursor and Claude Code plugin: rules, skills, and commands for building apps with ArchiPy 3 Claude Code, Codex, OpenCode 1 942 tok
lancewillett/ai-plugins Lance's AI skills, agents, commands, etc. By convention, works with Claude and Codex both. 3 Claude Code, Codex, OpenCode 2 250 tok
AaronGoldsmith/mcp-printable MCP server for AI-driven 3D modeling and print validation (FDM-focused). Agent-agnostic; w 3 Claude Code, Codex, OpenCode 6 3,519 tok
selfagency/teamdynamix-mcp teamdynamix-mcp.self.agency 🎟️ TeamDynamix MCP Server (unofficial) 3 Claude Code, Codex, GitHub Copilot 3 1,307 tok
sandraschi/logic-analyzer-mcp FastMCP 3.2+ USB logic analyzer MCP with sigrok backend and fleet webapp 3 Codex, OpenCode 1 496 tok
shenyuexin/mobile-e2e-mcp AI-first mobile E2E MCP orchestration 3 Claude Code, Codex, OpenCode 8 2,053 tok
Leev1s/aa-mcp MCP server wrapping the Artificial Analysis public API. Enables AI agents to query LLM and 3 Codex, OpenCode 1 571 tok
jonpspri/databeak jonpspri.github.io Model Context Protocol server providing 40+ specialized CSV data manipulation tools for AI 3 Claude Code, Codex, OpenCode 3 1,609 tok
atree1023/snc-cribl-mcp 3 Claude Code, Codex, OpenCode 3 3,376 tok
sandraschi/opencode-cli-mcp MCP server that wraps opencode CLI's HTTP API (opencode serve) into MCP tools, plus a weba 3 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 7 1,914 tok
langlink-localization/xliff-mcp-server MCP server for processing XLIFF translation files 3 Codex, OpenCode 1 320 tok
algony-tony/mymcp 3 Codex, OpenCode 1 2,268 tok
ZDOSS/HeroLink RPG Maker MV (and MZ) MCP bridge 3 Codex, OpenCode 1 2,455 tok
Neboy72/nexus-memory Universal shared memory for AI agents — one brain for all your agents, 100% local & privat 3 Codex, OpenCode 1 8,236 tok
wilfoa/polybugger-mcp opencode-agent-debugger 3 Codex, OpenCode 1 759 tok
obrien-matthew/mcp-steam pypi.org MCP server for Steam -- gaming library, achievements, stats, and store discovery for Claud 3 Claude Code, Codex, OpenCode 2 295 tok
human-turn/t-invest-mcp 3 Claude Code, Codex, OpenCode 2 1,862 tok
moeuu/tradingview-mcp Local-first MCP server for market analysis, charts, and optional TradingView browser workf 3 Codex, OpenCode 1 78 tok
Knuckles-Team/repository-manager Manage your git repositories. Now supports Agentic AI MCP Server Integration! 3 Claude Code, Codex, OpenCode 4 18,801 tok
qrak/telegram-commandcode commandcode.ai MCP server for Telegram integration with Command Code — send messages, files, and photos f 3 Codex, OpenCode 1 1,216 tok
luckynee/unity-prefab-parser-mcp 3 Codex, GitHub Copilot, OpenCode 2 695 tok
osloer-industries/homeexchange-mcp Unofficial local MCP server for HomeExchange — search homes, manage conversations, and mor 3 Codex, OpenCode 1 306 tok
dirien/pulumi-events MCP server for managing events on Meetup.com via AI assistants 3 Claude Code, Codex, Gemini CLI, OpenCode 4 2,549 tok
nexus-xyz/nexus-exchange-mcp MCP server for the Nexus Exchange API — read market data and place trades from an AI agent 3 Codex, OpenCode 1 807 tok
ilyautov/moysklad-mcp-ru moysklad-mcp-ru.aifrontier.tech MCP server for MoySklad (JSON API 1.2): inventory, products, orders, documents, reports, a 3 Codex, Gemini CLI, OpenCode 2 1,231 tok
LaurentHuzard/beat-twin Beat Twin - Bitwig MCP bridge and agentic music production lab 3 Codex, OpenCode 1 403 tok
heyderekj/revisemy revisemy.com Mark feedback for your agent — human-in-the-loop design review over Laravel MCP 3 Claude Code, Codex 7 238 tok
simon-ami/zen-devtools-mcp Unofficial MCP server for Zen Browser DevTools, enabling AI assistants to inspect and cont 3 Claude Code, Codex, OpenCode 2 294 tok
I-No-oNe/baileys-agent-kit LLM-first WhatsApp automation with Baileys, MCP, CLI, GitHub Actions, and secure QR pairin 3 Claude Code, Codex, OpenCode 2 374 tok
simba87/iiko-server-mcp MCP server exposing iikoServer REST API as 42+ LLM-callable tools over stdio 3 Codex, OpenCode 1 1,178 tok
Archolith/menhir archolith.dev Provenance, governed context, and code-impact analysis for coding agents. 3 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 1,057 tok
rjenks/pf2e-mcp An MCP server for building Pathfinder 2nd Edition Remastered characters together with an A 3 Claude Code, Codex, OpenCode 3 2,352 tok
ygq-future/openai-vision-mcp-server An Model Context Protocol (MCP) stdio server for bounded, high-precision image analysis us 3 Codex, OpenCode 1 850 tok
LUKAWI/super-plumber Super Plumber — workflow topology manager: CLI + MCP server + Web UI, pure YAML file stora 3 Claude Code, Codex 10 —
wellkilo/RepoPilot wellkilo.github.io Auditable repository maintenance AgentTeam with evidence-backed pull requests, automated c 3 Codex, OpenCode 1 727 tok
naplesblue/grokbridge Local MCP bridge for Codex and Claude Code: delegate code, reviews, web/X research, Grok 4 3 Codex, OpenCode 1 532 tok
shekarsiri/moo-tasks Local-first MCP task manager & real-time Web UI for AI coding agents (Claude Code, Cursor, 3 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 1,946 tok
real-limitless/ansible-flow-mcp real-limitless.github.io MCP server exposing Ansible modules to AI agents (search → schema → check → execute). Side 3 Claude Code, Codex, OpenCode 2 4,638 tok
Tom-R-Main/OBS-MCP Control OBS Studio scenes, recordings, and streams from AI agents through MCP, with previe 3 Claude Code, Codex 2 328 tok