How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
gemyago/atlacp Bitbucket MCP server 7 Claude Code, Codex, Gemini CLI, OpenCode 4 1,723 tok
sandraschi/bumi-mcp Noetix Bumi humanoid robot — MCP 3.1 server + webapp. virtual bot now, real bot asap 7 Claude Code, Codex, Cursor, OpenCode 3 574 tok
roarkhq/sdk-roark-analytics-node NodeJS SDK for customers to track their voice calls with Roark 7 Claude Code, Codex, OpenCode 2 464 tok
agent-network-protocol/mcp2anp A MCP server that can convert the MCP protocol into the ANP protocol, enabling application 7 Claude Code, Codex, OpenCode 2 1,227 tok
kanishka-namdeo/yfnhanced-mcp Production-ready Model Context Protocol (MCP) server for Yahoo Finance financial data. Rea 7 Codex, OpenCode 1 2,621 tok
hamzakammar/mcp-workspace AI-powered access to your D2L courses via MCP 7 Codex, OpenCode 1 938 tok
jafreck/Lore Code intelligence MCP for AI Agents 7 Claude Code, Codex 3 611 tok
weinaike/galaxy_morphology_mcp Galaxy Morphology Tools MCP Server 7 Claude Code, Codex, OpenCode 4 5,839 tok
haandol/ppt-generator ppt generation mcp server 7 Claude Code, Codex, Kiro, OpenCode 4 3,361 tok
genm/switchbot-mcp 7 Codex, OpenCode 1 727 tok
chrisleekr/mcp-server-playground A playground for Model Context Protocol (MCP) server built with TypeScript and Streamable 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,633 tok
SamMorrowDrums/mcp-go-starter A starter repo for building a go MCP server 7 Codex, OpenCode 1 1,131 tok
openSVM/dflow-mcp dflow.opensvm.com mcp server for dflow.net 7 Claude Code, Codex, OpenCode 2 2,958 tok
zizzfizzix/mcp-server-bwt Model Context Protocol (MCP) server for Bing Webmaster Tools (BWT) allowing Claude.ai and 7 Codex, OpenCode 1 2,717 tok
belt-sh/cli belt — the cloud platform cli for ai agents 7 Claude Code, Codex, OpenCode 3 479 tok
raheb77/saudi-open-data-mcp MCP server for reliable AI access to curated Saudi official open data. 7 Codex, OpenCode 1 639 tok
Dellety/vision-mcp-for-ds Vision MCP for DS — an MCP Server that adds visual capabilities to DeepSeek agents 7 Codex, OpenCode 1 2,836 tok
saltyskip/rift riftl.ink Deep links for humans and agents. Cross-platform mobile deep linking with AI-readable cont 7 Claude Code, Codex, OpenCode 2 7,790 tok
bobberrisford/affiliatemcp affiliate network MCPs and skills 7 Claude Code, Codex, OpenCode 11 6,026 tok
Zarl-prog/Smart-git-commit Stop writing "fix stuff". AI agent skill for gold-standard git commits across Claude Code, 7 Codex, OpenCode 1 527 tok
zzhang82/Agent-Memory-Bridge glama.ai Persistent engineering memory for coding agents over MCP. 7 Codex, OpenCode 1 1,090 tok
richfrem/agent-plugins-skills Agentic OS Control Plane: deterministic state-machine governance for AI coding agents with 7 Claude Code, Codex, OpenCode 2 2,226 tok
jojoprison/mnemo Persistent memory layer for Claude Code and Codex — your Obsidian vault on autopilot. Seve 7 Claude Code, Codex, OpenCode 2 1,018 tok
smicolon/ai-kit smicolon.com Convention packs for any AI coding tool - agents, skills, commands, and rules for 15 tools 7 Claude Code, Codex, OpenCode 2 6,135 tok
Nolpak14/getregdata apify.com Official business-registry data for AI agents - KYC/AML, beneficial owners (UBO), insolven 7 Codex, OpenCode 1 1,109 tok
synaptiai/synapti-marketplace The Synapti Marketplace is a curated collection of Claude Code plugins designed for AI-aug 7 Claude Code, Codex, OpenCode 2 319 tok
WesleySmits/agent-skills 43 production-ready skills for AI coding agents. Works with Claude, GitHub Copilot, Cursor 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,432 tok
figitaki/reviews reviews.figitaki.dev Code review tool for arbitrary diffs 7 Claude Code, Codex, OpenCode 2 1,640 tok
tiankonglan/TomeWiki Game wiki template: clone it, name the game, deploy. Unofficial fan sites you own — not Fa 7 Claude Code, Codex, OpenCode 2 1,065 tok
ramboz/jig A Claude Code and Codex plugin that scaffolds AI-native development practices into new pro 7 Claude Code, Codex, OpenCode 8 6,940 tok
will-17173/telegram-cli will-17173.github.io Multi-account Telegram CLI for syncing chats, searching messages locally, listening in rea 7 Codex, OpenCode 3 907 tok
handsomeng/Hskill-chatcut Reusable Agent Skills for ChatCut talking-head editing and AI-driven publishing to Xiaohon 7 Codex, OpenCode 1 32 tok
darecstowell/scratchboard darecstowell.github.io A kanban board for the markdown tickets already in your repo. One npx command, nothing ins 7 Claude Code, Codex, OpenCode 2 2,284 tok
pactflow/pactflow-agent-skills docs.pact.io Plugins, Subagents & Agent Skills for Pactflow, Pact & Drift 7 Codex, OpenCode 1 942 tok
Wolfe-Jam/faf-mcp faf.one Persistent Project Context for Cursor, IDEs and VS Code — IANA-registered .faf format · 29 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,473 tok
debugbundle/debugbundle debugbundle.com DebugBundle product source and runtime code. 7 Claude Code, Codex, OpenCode 7 3,481 tok
smallocean43658/codex-superpowers Codex-first fork of Superpowers skills with Codex-native tool guidance 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,849 tok
anh-chu/llm-wiki-pm PM knowledge base skill for Claude Code. Karpathy's LLM Wiki pattern with supersession, pr 7 Codex, OpenCode 1 1,415 tok
stewie-sh/agent-crystallize Local-first checkpoints and crystals for long-running AI coding agent sessions. 7 Claude Code, Codex, OpenCode 2 467 tok
lucaperret/agent-skills Agent Skills that give AI coding agents superpowers beyond code — macOS native apps, MCP s 7 Claude Code, Codex, OpenCode 2 727 tok
t41372/skit t41372.github.io A terminal script manager and launcher — Put any script, prompt, or program in one library 7 Claude Code, Codex, OpenCode 2 1,462 tok
magnus919/hermes-droid Standalone Agent Skill for delegating coding work to Factory Droid 7 Codex, OpenCode 1 366 tok
hampsterx/claude-mcp-bridge MCP server bridging Claude CLI to Codex, Cursor - queries, and search with hardened subpro 7 Codex, OpenCode 1 2,487 tok
iannuttall/skills Agent skills for Codex, Claude Code and other coding agents. 7 Claude Code, Codex, OpenCode 2 1,022 tok
nklisch/skilltap skilltap.dev An easy way for agents to help people manage Claude Code and Codex plugins. 7 Claude Code, Codex, OpenCode 2 1,310 tok
sodam-ai/SoDam-Design-Kit Claude Code design automation plugin that converts Figma designs into shadcn/ui code and c 7 Codex, OpenCode 1 613 tok
NexaDuo/mARC marc.nexaduo.com mARC · Multi-Agent Relay Control — an installable AI engineering team for Claude Code. A t 7 Claude Code, Codex, OpenCode 2 2,461 tok
jontsai/claude-plugins Curated Claude Code plugins for research, productivity, and development workflows 7 Claude Code, Codex, OpenCode 2 938 tok
rootcastleco/rei-skills rootcastleco.github.io The engineering-grade skill layer for AI agents. 895 validated skills, 21 AI adapters, wor 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,969 tok
noxgle/term_agent Linux terminal agent – Your personal AI assistant, living and breathing directly in your L 7 Codex, OpenCode 1 607 tok