How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
naichilab/discord-bridge-server npmjs.com A relay server and skill for remotely controlling Claude Code / Codex CLI via Discord 12 Claude Code, Codex, OpenCode 2 245 tok
gvastethecreator/codex-studio gvastethecreator.github.io Local-first image studio for generating, reviewing, and organizing AI images through Codex 12 Claude Code, Codex, OpenCode 2 809 tok
ivklgn/ai-kit Every day carry for AI agents 12 Claude Code, Codex, OpenCode 3 265 tok
sonomirco/agents-and-commands A curated list of agents, commands, and prompts for Claude Code and Codex. This compilatio 12 Claude Code, Codex, OpenCode 2 822 tok
susomejias/rembric Persistent memory for AI coding agents — self-hosted, MCP-native, append-only. One Docker 12 Claude Code, Codex, OpenCode 41 4,350 tok
ravikant1918/sharepoint-mcp Production-grade MCP Server for Microsoft SharePoint — give your AI agent (Claude, Cursor, 12 Claude Code, Codex 5
var-gg/pindoc Where agent work becomes lasting memory. The wiki you never type into. 12 Codex, OpenCode 1 352 tok
sandraschi/qcad-mcp fastmcp 3.4 server plus webapp for qcad pro architectural cad 12 Claude Code, Codex, OpenCode 2 437 tok
vaaraio/vaara vaara.io Accountable Autonomy: open-source evidence layer that gates every AI agent tool call again 12 Codex, OpenCode 1 1,065 tok
entropy-data/dataproduct-builder-dbt Build data products with dbt and integrate them with Entropy Data — coding-agent plugin (C 12 Claude Code, Codex, GitHub Copilot, OpenCode 2 2,201 tok
knitli/codeweaver knitli.com Semantic code search for AI agents — 166+ languages, hybrid search, works offline 12 Claude Code, Codex, OpenCode 11 8,010 tok
lagz0ne/c3-skill C3 (Context-Container-Component) architecture design methodology plugin for Claude Code 12 Claude Code, Codex, OpenCode 3 2,400 tok
axisrow/yandex-direct-mcp-plugin Claude Code plugin for managing Yandex Direct: MCP server + skills + OAuth 12 Claude Code, Codex, OpenCode 2 3,287 tok
Mattbusel/Reddit-Options-Trader-ROT- web-production-71423.up.railway.app A modular research pipeline that turns trending Reddit discussions into structured market 12 Claude Code, Codex, OpenCode 2 7,575 tok
mikiships/agentmd pypi.org Generate high-quality AI agent context files (CLAUDE.md, AGENTS.md, .cursorrules, copilot- 12 Claude Code, Codex, Cursor, OpenCode 3 1,751 tok
FarzamMohammadi/the-engineer farzammohammadi.github.io The orchestration layer that turns Claude Code, OpenCode, and other AI coding CLIs into au 12 Codex, OpenCode 1 3,170 tok
elkadrinaoufal1996/hormozi-marketing-ultimate Ultimate marketing plugin for Claude Code and Cowork — selling digital products (PDF guid 12 Claude Code, Codex, OpenCode 1 2,260 tok
parlance-labs/super-oracle A review council for coding agents. Claude and Codex GPT-6 Astra review independently, ref 12 Codex, OpenCode 1 1,822 tok
boringdata/kurt-core 12 Claude Code, Codex, OpenCode 2 779 tok
songth1ef/nestwork Sync memory across multiple AI agents via git. Claude/Codex/Gemini/Hermes on different mac 12 Claude Code, Codex, OpenCode 2 12,855 tok
cass-2003/local-workflow-skill A local workflow orchestrator skill for routing project tasks, validation gates, authority 12 Claude Code, Codex, OpenCode 2 1,846 tok
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
Kazuki-tam/next-stage Next-Stage is a starter template with Next.js. 12 Claude Code, Codex, Gemini CLI, OpenCode 3 5,880 tok
samibs/skillfoundry skillfoundry.work AI engineering framework with quality gates, persistent memory, and multi-platform support 12 Claude Code, Codex, GitHub Copilot, OpenCode 8 9,508 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
mutewinter/.dot 📑 My non-vim dot files. 12 Claude Code, Codex, OpenCode 3 447 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
inboxapi/cli inboxapi.ai 🤖 Your Agents' personal email 📧 12 Claude Code, Codex, Gemini CLI, OpenCode 3 1,783 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
bartekmis/wordpress-performance-best-practices AI skill to check Wordpress code against web performance best practises. 12 Codex, OpenCode 1 31,497 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
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
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
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
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
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
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
danielsmithdevelopment/ClawQL MCP server: search + execute over OpenAPI 3, Swagger 2, or Google Discovery, with optional 12 Codex, Cursor, OpenCode 16 529 tok