How real projects configure their agents

22,170 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
cipher-rc5/firecrawl-mcp-effect Firecrawl MCP server — self-hostable, Vercel-compatible, Effect-TS 5 Codex, OpenCode 1 218 tok
HsiangNianian/wechat-publisher-mcp Authenticated remote MCP server for publishing WeChat Official Account articles from Agent 5 Codex, OpenCode 1 135 tok
derekvery666/dsmctl CLI and MCP server for managing Synology DSM devices 5 Claude Code, Codex, OpenCode 5 295 tok
copyninja/debsecan-mcp Debian Security Scanner MCP Server - inspired from debsecan tool 5 Codex, OpenCode 1 428 tok
dsociative/kaiten-cli CLI and MCP server for the Kaiten project tracker 5 Claude Code, Codex, OpenCode 2 2,307 tok
Kunde21/forgejo-mcp MCP server for developer connection to Forgejo/Gitea repositories 5 Codex, OpenCode 1 304 tok
aws-samples/sample-mcp-server-on-ecs 5 Codex, OpenCode 1 1,030 tok
haokejie/zentao-bugfix-mcp ZenTao bug-fix workflow MCP server 5 Codex, OpenCode 1 1,127 tok
Branding5/social-media-image-sizes Free AI agent skills from Branding5 — social media image sizes, check & resize 5 Codex, OpenCode 1 4,369 tok
kulesh/recurgent Recursive agents as skills for model harnesses 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,384 tok
microsoft/Build26-DEM351-ai-skills-navigator-accelerate-tech-skills-with-personalized-learning build.microsoft.com Demo resources for AI Skills Navigator — personalized, role-aligned learning paths combini 5 Codex, GitHub Copilot, OpenCode 2 1,032 tok
shanepadgett/crumbs Extensions, tools, prompts, and skills for Pi coding agent 5 Claude Code, Codex, OpenCode 2 461 tok
coderzzy/agent-fund-analysis-skill Agent Skill for fund analysis. 5 Codex, OpenCode 1 87 tok
kasperjunge/skills My agent skill library 5 Claude Code, Codex, OpenCode 2 3 tok
microsoft/agentic-journeys Plan → Prototype → Reality: Agentic journeys to help you build and deploy applications to 5 Claude Code, Codex, OpenCode 10 2,944 tok
agent-sh/glidemq glide-mq message queue skills for agentsys - greenfield, BullMQ migration, Bee-Queue migra 5 Claude Code, Codex, OpenCode 2 828 tok
Xaviw/skills-manager Agent skills manager: Centralized maintenance, on-demand installation, and automatic synch 5 Claude Code, Codex, OpenCode 14 1,171 tok
e0ipso/drupal-bridge-mcp MCP Server for Drupal integration with OAuth authentication and zero configuration 5 Claude Code, Codex, OpenCode 15 2,089 tok
zingspark/create-harness-vibe-coding npx scaffold for vibe-coding agentic harness — CLAUDE.md, docs/, .claude skeleton ready fo 5 Claude Code, Codex, OpenCode 4 3,331 tok
mavam/skeel Declarative agent skill management for GitOps workflows. 5 Codex, OpenCode 1 208 tok
ttttmr/pi-tmux-task A minimal tmux-based task manager for agents, with skills and notifications only. 5 Codex, OpenCode 1 2,875 tok
CIrcui-try/Circuit circui-try.github.io Skill-Based AI Agent Harness Editor 5 Claude Code, Codex, OpenCode 22 772 tok
EvanLee2004/-agent- AI-powered accounting agent for Chinese enterprise standards — skill-based architecture wi 5 Claude Code, Codex, OpenCode 2 2,832 tok
megumish/jj-skill Agent Skill for jujutsu (jj) version control 5 Claude Code, Codex, OpenCode 2 765 tok
ursuscamp/agent-skills 5 Codex, OpenCode 1 149 tok
marchatton/agent-skills marchatton.com Curated and custom built skills, commands and hooks for level up your AI coding. 5 Codex, OpenCode 1 785 tok
BlueEventHorizon/Swift-Selena Swift Analyzer MCP Server, with respect to Serena 5 Claude Code, Codex, Gemini CLI, OpenCode 15 4,690 tok
TypeFox/agent-skills Collection of agent skills for technologies used at TypeFox 5 Claude Code, Codex, OpenCode 2 1,030 tok
vanja-emichi/a0_agent_skills Production-grade engineering skills for Agent Zero — 20 skills covering the full dev lifec 5 Codex, OpenCode 1 1,198 tok
jastice/rules_agents Discover and configure agent skills; manage profiles and run agents from Bazel 5 Claude Code, Codex, OpenCode 2 1,963 tok
XinpengLu/Agent-skills-papers-pro 5 Codex, OpenCode 1 2,017 tok
fellipeutaka/leon 🤖 A curated collection of Agent Skills for AI coding agents 5 Claude Code, Codex, OpenCode 2 380 tok
iamBrzDev/enterprise-agent-skills Agent Skills for the enterprise backend stack — .NET, Laravel, SQL Server 5 Claude Code, Codex, OpenCode 2 2,554 tok
Fandy-ust/cover-letter-assistant Agent skills that master cover-letter writing 5 Codex, OpenCode 9 415 tok
danielgap/openclaw-planitor Sistema de creación de planes de negocio para OpenClaw — Agentes, skills, pipeline y frame 5 Claude Code, Codex, OpenCode 2 593 tok
aldianriski/lean-flow Lean agentic dev loop for Claude Code: prime → lean-doc → orchestrate → repeat. Eleven sta 5 Claude Code, Codex, OpenCode 2 155 tok
pillaiharish/opencode-ollama-steroids OpenCode + Ollama multi-agent workflow with builder/reviewer agents, headless runs, skills 5 Claude Code, Codex, OpenCode 8 1,732 tok
dhanushk-offl/resume-parser npmjs.com An agent skill, CLI tool, npm library, and MCP server that deeply parses resumes using the 5 Codex, OpenCode 1 533 tok
morajabi/yc-partner Knowledge pack for YC application review, interview prep, fun facts, office hours, rejecti 5 Codex, OpenCode 1 2,397 tok
casterkay/gurutalks Distill the thoughts of modern and ancient masters into intelligent-agent memory bases and 5 Claude Code, Codex, OpenCode 2 6 tok
FriendsHL/skillforge Open-source production-grade Java Agent Harness: Agent Loop, Tool/Skill/MCP, context and M 5 Claude Code, Codex, OpenCode 21 3,849 tok
mastercodeai/private-board-meeting-skill Executive decision-making framework — 7 top business advisors structurally scrutinize your 5 Codex, OpenCode 1 728 tok
stevekinney/temporal-mcp 5 Claude Code, Codex, OpenCode 2 2,718 tok
jtsternberg/claude-plugins A curated collection of custom Claude Code skills for macOS productivity and development w 5 Claude Code, Codex, OpenCode 2 5,146 tok
SunGrow/ue-blueprint-extractor UE5 editor plugin that extracts Blueprint and StateTree data to structured JSON, with MCP 5 Codex, OpenCode 1 57 tok
Gfriend997/gemini-companion garywong.ai Claude Code plugin for Google Gemini: delegated tasks, code review, adversarial review, ba 5 Claude Code, Codex, OpenCode 1 548 tok
xiaolai/mac-it-guy-pro Your personal IT guy for macOS — remembers your machine, guards every action, explains wha 5 Codex, OpenCode 1 1,786 tok
tatat/agents-playground tatat.github.io 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 349 tok
drshailesh88/integrated_content_OS 5 Claude Code, Codex, Gemini CLI, OpenCode 3 15,524 tok
leewnsdud/garmin-connect-mcp 5 Codex, OpenCode 1 9,272 tok