How real projects configure their agents

43,652 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
reason-healthcare/rh-skills An agentic workflow toolset providing superpowers for healthcare informaticists 12 Claude Code, Codex, OpenCode 22 1,128 tok
frankekn/george-hotz-skills Unofficial George Hotz–inspired radical-simplicity coding guidelines for AI agents — Claud 12 Claude Code, Codex, OpenCode 2 1,013 tok
PaulDuvall/vibecoding thevibecoding.substack.com Windsurf Vibe Coding: AI-powered development workflow automation with persistent memories 12 Claude Code 1 2,681 tok
Kazuki-tam/next-stage Next-Stage is a starter template with Next.js. 12 Claude Code, Codex, Gemini CLI, OpenCode 3 5,880 tok
aman-2709/superpowers-ecc The best of superpowers and everything-claude-code in one plugin. Disciplined workflow bac 12 Claude Code, Codex, OpenCode 2 559 tok
oyi77/1ai-skills oyi77.github.io 1282 production-ready AI agent skills with self-evolving meta-skills — 783 cybersecurity, 12 Claude Code, Codex, Cursor, OpenCode 3 1,333 tok
mav-rik/kb-cli Knowledge base CLI for AI agents 12 Claude Code 1 1,048 tok
Getty/manage-skills Hardlink-based skill sharing across AI coding tools — manage shared SKILL.md files across 12 Claude Code 3 4,969 tok
LuthienResearch/luthien_control 12 Claude Code 1 445 tok
TeamDijon/shopify-rules AI-consumable rules for Shopify Liquid theme development — with Claude Code skills to crea 12 Claude Code 2 346 tok
mutewinter/.dot 📑 My non-vim dot files. 12 Claude Code, Codex, OpenCode 3 447 tok
neoshopcn/neo-admin NeoAdmin is a modern, lightweight administration framework built on Laravel 12 (PHP 8.2+), 12 Claude Code 1 4,123 tok
jstxn/rein REIN is a lightweight and hands-off harness for stricter, more explicit agentic coding wor 12 Claude Code, Codex, OpenCode 21 203 tok
Hlgxz/gai Gai is an AI-native Go web full-stack framework that combines Go's simplicity and efficien 12 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,183 tok
costrict-plugins-repo/multica-ai-karpathy-skills-andrej-karpathy-skills costrict-plugins mirror of multica-ai-karpathy-skills-andrej-karpathy-skills (auto-generat 12 Claude Code 1 522 tok
adithyan-ak/agentmask adithyanak.com Mask your secrets from AI coding agents. Full context. Zero exposure. 12 Claude Code 1 2,326 tok
inboxapi/cli inboxapi.ai 🤖 Your Agents' personal email 📧 12 Claude Code, Codex, Gemini CLI, OpenCode 3 1,783 tok
zabirauf/mcp-trace zabirauf.github.io A TUI to probe the calls between MCP client and server 12 Claude Code 1 2,900 tok
hkopenai/hk-finance-mcp-server This is an MCP server that provides access to finance related data in Hong Kong through a 12 Gemini CLI 1 246 tok
specmatic/specmatic-mcp-server A Model Context Protocol (MCP) server that exposes Specmatic's contract testing capabiliti 12 Claude Code, Codex, OpenCode 4 3,625 tok
boar-network/blockchain-mcp Free blockchain MCP provided by Boar infrastructure - setup, guides and configuration 12 Claude Code, Codex, OpenCode 2 590 tok
mainframecomputer/mainframe-plugins 12 Codex, OpenCode 1 1,031 tok
shmulc8/captain-obvious Deterministic scanner that deletes tests that can never fail — asks the type checker inste 12 Claude Code 1 413 tok
bartekmis/wordpress-performance-best-practices AI skill to check Wordpress code against web performance best practises. 12 Codex, OpenCode 1 31,497 tok
suprsend/cli SuprSend CLI 12 Claude Code 1 1,796 tok
aktsmm/skill-ninja-mcp-server MCP Server for Agent Skill Ninja - Search, Install, and Manage Agent Skills 12 GitHub Copilot 1 127 tok
dtdannen/unstuckmcp delegance.ai MCP Server to ask humans for help 12 Claude Code 1 991 tok
shahlaukik/money-manager-mcp An MCP (Model Context Protocol) server that enables AI assistants to manage personal finan 12 Claude Code, Codex, OpenCode 2 2,196 tok
gpt-cmdr/ras-commander-mcp MCP Server to Access HEC-RAS Project Data via Claude Desktop, Claude Code and other LLMs 12 Claude Code 1 1,686 tok
nahisaho/CodeGraphMCPServer 12 Claude Code, Codex, OpenCode 36 601 tok
danielsimonjr/everything-mcp MCP server for Everything search engine - instant file search for Windows 12 Claude Code, Codex, OpenCode 2 1,487 tok
paulieb89/pyp6xer-mcp p6.bouch.dev Primavera P6 XER schedule analysis MCP server — tools for critical path, earned value, flo 12 Claude Code, Codex, OpenCode 2 930 tok
him229/stays pypi.org Google Hotels MCP server and Python library — reverse-engineered batchexecute client with 12 Claude Code, Codex, OpenCode 2 4,977 tok
stat-guy/chain-of-draft Chain of Draft (CoD) MCP Server: An MCP server implementation of the Chain of Draft reason 12 Claude Code 1 288 tok
kingdomseed/structured-workflow An MCP server that tries to force an AI agent to follow structured problem solving steps t 12 Codex, OpenCode 1 702 tok
Auriora/activitywatch-mcp 12 Codex, OpenCode 1 646 tok
guycochran/resolve-mcp-server DaVinci Resolve MCP Server — 53 tools for AI-powered remote video editing via Claude 12 Claude Code, Codex, OpenCode 2 1,731 tok
shaanmajid/prediction-mcp shaanmajid.github.io MCP server for prediction market data (Kalshi, Polymarket) 12 Claude Code 1 1,605 tok
bagisto/agent-skills Bagisto's official collection of agent skills. 12 Codex, OpenCode 1 8,976 tok
aytzey/paper-pilot Let Codex and Claude find, download, and read full research papers. A local MCP server wit 12 Claude Code, Codex, OpenCode 2 2,411 tok
mericcintosun/AvaKit avakit.dev next.js but for avalanche :) 12 Claude Code 1 958 tok
G42-Careers/Agent-Jobs careers.g42.ai Official G42 recruitment hub for production-ready AI agents across Finance, Procurement, M 12 Codex, OpenCode 1 376 tok
SylphxAI/coderag sylphx.com Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Ve 12 Claude Code, Codex, OpenCode 10 392 tok
MaesHughes/wuxing-search-mcp Wuxing Search MCP is a powerful, unlimited search server built on top of SearXNG. It integ 12 Claude Code 2
AbsoluteMode/session-recall Shared memory for Claude Code, Codex, and Cursor. Your agent recalls decisions from weeks 12 Claude Code, Codex, OpenCode 2 650 tok
georgejeffers/Gemini-MCP-Server A Model Context Protocol (MCP) server that integrates with Google's Gemini Pro model, can 12 Cursor 1 266 tok
codyard/WinBridgeAgent A secure Windows tray agent that bridges AI assistants and local system capabilities via M 12 Codex, OpenCode 1 606 tok
djscheuf/agentic-dev-ecosystem-template Template Repo with The Ecosystem of Rules, Skills, and Workflows for development with Devi 12 Codex, OpenCode 1 704 tok
djm81/log_analyzer_mcp Log Analyzer MCP is a powerful Python-based toolkit designed to streamline the way you int 12 Cursor 1 425 tok
danielsmithdevelopment/ClawQL MCP server: search + execute over OpenAPI 3, Swagger 2, or Google Discovery, with optional 12 Codex, Cursor, OpenCode 16 529 tok