How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
dungnotnull/game-ui-mobile-friendly-design-agent-skill 📱 Production-grade multi-agent Claude Skill for mobile game UI/UX & touch interaction des 7 Claude Code 1 1,304 tok
dungnotnull/mountain-landslide-early-warning-agent-skill ⛰️🚨 Mountain Landslide Early-Warning & Geotechnical Risk Advisor | Production-grade Claud 7 Claude Code 1 1,405 tok
OmerLapidot/whatsapp-connector hopala.io Local WhatsApp daemon + wa CLI + Claude skill. Agents read freely; sends require a human-a 7 Claude Code 1 —
Airmail/airmail-mcp airmailapp.com Model Context Protocol (MCP) server for Airmail. Lets AI assistants manage emails, contact 7 Claude Code, Codex, OpenCode 2 1,399 tok
xiaolai/mac-it-guy-pro Your personal IT guy for macOS — remembers your machine, guards every action, explains wha 7 Codex, OpenCode 1 1,786 tok
nimbus-agent/Nimbus nimbus-agent.dev On-call intelligence for DevOps and platform teams. Local-first AI agent over your tools — 7 Claude Code, Gemini CLI 29 57,430 tok
Wuxb02/medi-agent-swarm Multi-agent intelligent Q&A assistant / skill-agent capability integration / three-layer m 7 Claude Code, Codex, OpenCode 10 710 tok
jinyimeng01/net-code-audit-skill-master World-class .NET offensive security & code audit skill suite for AI agents 7 Codex, OpenCode 1 1,280 tok
omkar9854/mcp-atlassian-onpremdc mcp-atlassian-onpremdc MCP server for self-hosted Atlassian Data Center/Server installatio 7 Codex, OpenCode 1 712 tok
ageless-h/blender-mcp MCP server integration for AI-assisted Blender automation. Features a 4-layer architecture 7 Codex, OpenCode 1 1,827 tok
cleverbrush/xpenser xpenser.cleverbrush.com Income/expense tracking application based on CleverBrush full-stack framework 7 Claude Code, Codex 2 —
jenkinsm13/resolve-mcp 7 Claude Code 23 2,227 tok
stvnksslr/claude-code-litellm-plugin 7 Claude Code 1 1,838 tok
asiletskyi-pm-evo/grow-product-manager-plugin Claude Cowork plugin for Product Managers. Research, concepts, requirements, task creation 7 Codex, OpenCode 1 2,274 tok
lecopivo/another-houdini-mcp Yet Another Houdini MCP 7 Codex, OpenCode 1 1,052 tok
UseJunior/email-agent-mcp Email connectivity for AI agents — MCP server for Claude Code, Gemini CLI, Cursor, and mor 7 Claude Code, Codex, Gemini CLI, OpenCode 4 872 tok
ixijxjgxidj-cmd/GPU-Server-Management-MCP-Skill- 7 Claude Code, Codex, OpenCode 3 2,318 tok
jezweb/australian-postcodes-mcp FastMCP server for Australian postcodes and suburbs lookup with fuzzy matching 7 Claude Code 1 2,247 tok
c47-inc/mcp-film mcp.film Curated, agent-first directory of MCP servers for AI filmmaking. 7 Claude Code, Codex, OpenCode 2 2,820 tok
Contentrain/ai ai.contentrain.io Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, 7 Claude Code, Codex, OpenCode 2 4,436 tok
kiranreddi/sentinel-dv Sentinel DV is an **open-source Model Context Protocol (MCP) server** that provides large 7 Claude Code, Codex 3 —
gvasile29/qai-consultant quality-ai-consultant.streamlit.app AI-powered QA Architect agent — generates ISTQB/OWASP/IEEE/ISO-grounded Test Strategies, R 7 Claude Code 14 9,119 tok
cyanheads/arxiv-mcp-server npmjs.com Search arXiv, fetch paper metadata, and read full-text content via MCP. STDIO or Streamabl 7 Claude Code, Codex, OpenCode 2 35,410 tok
cdeust/ai-architect-mcp-codebase ai-architect.tools AI Architect Codebase: cross-platform code intelligence MCP for Claude Code, Codex, Gemini 7 Claude Code, Codex, OpenCode 8 490 tok
mattmohandiss/cad-mcp-server npmjs.com MCP server for AI-assisted STEP CAD inspection, geometry queries, PMI hints, and revision 7 Codex, OpenCode 1 333 tok
lazyants/hetzner-mcp-server 7 Claude Code 3 1,586 tok
fouradata/mcp foura.ai MCP server for the FourA web scraping API - four tools, six prompts, one API key. 7 Claude Code, Codex, OpenCode 2 1,248 tok
Atypical-Consulting/RoselineMCP atypical-consulting.github.io Roslyn code intelligence for AI coding agents, over MCP. Navigate C# by structure — symbol 7 Claude Code 1 11,962 tok
Zephyrex21/claude-leetcode-helper A Claude Code Skill that transforms LeetCode problems into optimized interview-ready solut 7 Codex, OpenCode 1 3,919 tok
a2uicatalog/a2ui a2uicatalog.ai A2UI Atomic Catalog: 570+ typed A2UI components (atoms) for AI agents. Agents send declara 7 Claude Code, Codex, Gemini CLI, OpenCode 5 2,790 tok
aizech/clinical-skills corpusanalytica.com A collection of AI agent skills focused on medical imaging and healthcare workflows. Built 7 Claude Code, Codex, OpenCode 2 3,249 tok
netresearch/enterprise-readiness-skill Agent Skill for enterprise readiness assessment - security, quality, and automation | Clau 7 Codex, OpenCode 1 941 tok
openclaw/carapace carapace.design Canonical web design tokens, styles, and agent guidance for OpenClaw 7 Codex, OpenCode 1 563 tok
cortadel/cortadel cortadel.ai Self-hosted long-term temporal graph memory for AI agents — MCP, REST and a dashboard in o 7 Claude Code, Codex, OpenCode 2 3,971 tok
cookieMonsterDev/agents-skills Agent Skills for coding agents 7 Claude Code, Codex, OpenCode 2 395 tok
synaptiai/agent-capability-standard acs.synapti.ai Agent Capability Standard is an open specification for composable AI agent capabilities. I 7 Claude Code 1 4,561 tok
asanderson/llm-redact Large Language Model (LLM) information redactor that prevents private information from bei 7 Claude Code 1 —
Jebel-Quant/rhiza-claude jebel-quant.github.io Claude Code plugin marketplace for the rhiza plugin — slash commands for working in rhiza- 7 Claude Code 1 6,949 tok
epfl-lara/LeanProbe Fast Lean 4 proof feedback for coding agents. CLI, Python library, and MCP server with war 7 Codex, OpenCode 1 1,005 tok
its-me-prash/kleinanzeigen-reader Read & analyze any kleinanzeigen.de listing from any AI system — MCP server, function-call 7 Claude Code, Codex, OpenCode 2 1,416 tok
Leonezz/openbaud baud.zhuwenq.cc Turn serial devices into reusable, auditable tools for coding agents — discover, decode, v 7 Claude Code, Codex 1 —
Agnuxo1/EnigmAgent npmjs.com EnigmAgent — 6-layer encrypted vault for AI agents (AES-256 + ChaCha20 + Blowfish + Fernet 7 Codex, OpenCode 1 276 tok
alexmond/jhelm alexmond.org Helm for the JVM — render charts and manage releases in pure Java, byte-for-byte compatibl 7 Claude Code 2 2,267 tok
mgovedarov/mcp-vcf-orchestrator mgovedarov.github.io MCP server for VCF Automation Orchestrator — manage workflows, actions, configuration elem 7 Claude Code, Codex, OpenCode 14 10,098 tok
eve0415/cella A terminal-native devcontainer CLI built for the AI agent era. Drop-in devcontainer CLI re 7 Claude Code, Codex, OpenCode 8 1,770 tok
gingugu/gingugu A pirate never forgets where the treasure's buried. 🏴‍☠️ 7 Claude Code, Codex, OpenCode 34 9,568 tok
joncovington/MEICAgent Multiple Entry Iron Condor (MEIC) strategy agent for 0DTE options via tastytrade and Claud 7 Claude Code 2 13,855 tok
rmyndharis/aimhooman aimhooman teaches coding agents Git etiquette—keeping agent memory, internal instructions, 7 Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 4 3,415 tok
dirnbauer/typo3-skills 61 Agent Skills that teach Claude Code, Codex, Cursor and Gemini how to build, upgrade and 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 5 6,893 tok
wonna-fi/saaga 7 Claude Code, Codex, OpenCode 2 420 tok