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
classicchins/compounding-marketing cmo-skills.com A Claude Code + ChatGPT/Codex plugin for world-class Marketing & GTM workflows 8 Claude Code, Codex, OpenCode 2 8,473 tok
DEFRA/claude-legacy-reveng-plugin A Claude Code plugin that encapsulates an agentic flow for reverse engineering legacy appl 8 Claude Code 1 139 tok
DropFan/claude-code-plugins Claude Code plugins collection - custom plugins and curated favorites. chat-saver/skill-ex 8 Claude Code, Codex, OpenCode 2 1,569 tok
Apptware-Product-Labs/markr apptware.com Fast Markdown preview for VS Code & Cursor — GitHub rendering, live TOC, Mermaid, multi-ta 8 Claude Code, Codex, Cursor, OpenCode 3 1,265 tok
sfc-gh-myoung/ai_coding_rules One universal AI coding rule set for all AI assistants, IDEs, and agents — portable, intel 8 Codex, OpenCode 1 711 tok
eschatus/roll20-dm-mcp AI-assisted D&D 5e session management for Roll20 + D&D Beyond, built on MCP — live combat, 8 Claude Code 3 10,539 tok
sylphiette269/premiere-mcp-editor-cn A Premiere Pro MCP editing assistant for Claude Code, Codex, and OpenClaw, supporting roug 8 Codex 16 —
NeuralRays/codexray X-ray vision for your codebase — semantic knowledge graph & MCP server with 16 tools that 8 Claude Code 1 324 tok
markpasternak/canvas-drop canvas-drop.com Turn web artifacts into tools your team can use. Publish from files or an AI agent, contro 8 Claude Code, Codex, OpenCode 2 4,677 tok
777genius/infinity-context Reliable memory and context infrastructure for AI coding agents: source-backed facts, revi 8 Codex, OpenCode 1 284 tok
eduair94/cambio-uruguay cambio-uruguay.com cambio-uruguay.com: Uruguay exchange rates, rentals, used cars and prices. Public API, rem 8 Claude Code, Codex, OpenCode 2 31,803 tok
slayerlabs/slay-paper Slayer's universal paper formatka & workflow — dialectic reasoning (thesis↔antithesis→synt 8 Claude Code, Codex, OpenCode 2 3,807 tok
mreider/agilemarkdown agilemarkdown.com Run your backlogs in markdown 8 Claude Code, Codex, GitHub Copilot, OpenCode 11 3,597 tok
AkashAi7/stenographer-mode akashai7.github.io Shorthand-first token compression product with VS Code prompt bundles, exact token benchma 8 GitHub Copilot 1 322 tok
actual-software/actual-cli cli.actual.ai Architecture questions, answered from your ADRs. 8 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,269 tok
sixseven42/seismic-benchmark-code Code for seismic benchmark 8 Claude Code 1 1,939 tok
LuisSambrano/antigravity-config AI capability framework for Google Gemini and agentic workflows 8 Gemini CLI 1 1,126 tok
lookatitude/guild Self-evolving Claude Code plugin for specialist agent guilds, structured planning, persist 8 Claude Code, Codex, OpenCode 2 8,662 tok
cwensel/arcaneum CLI tools and Claude Code plugins for semantic and full-text search across code, docs, and 8 Claude Code, Codex, OpenCode 2 1,885 tok
gbasin/figma-to-react Claude Code plugin for converting linear Figma screen flows into React components with exa 8 Claude Code 2 —
P4ST4S/mcp-audit A transparent Go proxy that intercepts, signs, and audits all MCP tool calls between any c 8 Claude Code, Codex, OpenCode 5 2,890 tok
TheWayWithin/BOS-AI The Business Operating System AI (BOS-AI) Framework 8 Claude Code 38 407 tok
burgebj/claude_everything 8 Claude Code, Codex, Kiro 58 —
btafoya/mailsandbox MailSandbox is a fast, zero-dependency email testing tool & API with a web UI, SMTP server 8 Claude Code 1 1,392 tok
shelkesays/safelint SafeLint enforces safety-critical coding practices inspired by Gerard J. Holzmann’s “Power 8 Claude Code 2 5,563 tok
bharath03-a/GitCortex bharath03-a.github.io Branch-aware code knowledge graph for Git repos — indexes your codebase on every commit vi 8 Claude Code, Codex, OpenCode 25 764 tok
josix/agent-flow josix.github.io A Claude Code plugin that transforms Claude into a multi-agent orchestrated system with sp 8 Claude Code, Codex, OpenCode 1 681 tok
peterblazejewicz/claude-plugins .NET C# cross-platform Claude Code plugins 8 Claude Code, Codex, OpenCode 2 3,389 tok
Cheffromspace/mcp-nextcloud-calendar 8 Claude Code 1 1,295 tok
forsonny/maker-framework MAKER Framework 8 Claude Code 1 1,306 tok
zhouziyue233/great-econometrics Econometrics plugin for Claude and Cursor 8 Claude Code 1 1,160 tok
mwguerra/plugins A disciplined engineering suite for Claude Code — six composable plugins (maestro, prd-bui 8 Claude Code 1 2,051 tok
leprachuan/Wee-Orchestrator 🍀 Self-hosted multi-agent AI orchestrator — chat with Claude, Gemini & Copilot CLI from T 8 Codex, OpenCode 1 3,470 tok
pamelafox/azure-cosmosdb-identity-aware-mcp-server pamelafox.github.io A code sample and presentation about building an identity-aware MCP server with FastMCP, A 8 Codex, OpenCode 1 690 tok
billyjbryant/mcp-foxxy-bridge A one-to-many MCP Bridge. 8 Claude Code 1 1,534 tok
myuon/refactor-mcp npmjs.com 8 Claude Code 1 706 tok
magiclane/magiclane-mcp-server developer.magiclane.com A Model Context Protocol (MCP) server enabling AI agents with Magic Lane's location search 8 Claude Code, Codex, OpenCode 2 6,103 tok
jgardner04/Ghost-MCP-Server An MCP Server for managing posts on Ghost CMS 8 Claude Code 1 5,985 tok
CiscoDevNet/CiscoFMC-MCP-server-community 8 Codex, OpenCode 1 303 tok
Chykalophia/ClickUp-MCP-Server---Enhanced 8 Claude Code 1 209 tok
ca-risken/risken-mcp-server RISKEN's official MCP Server 8 Claude Code 1 1,322 tok
microsoft/aibast-agents-library Main repository for AI BAST Specialist Teal AI Agents Library 8 Claude Code, GitHub Copilot 3 4,527 tok
sumup/sumup-mcp mcp.sumup.com SumUp MCP Server. 8 Codex, OpenCode 1 471 tok
Aradotso/OpenAra ara.so Open-source Computer Use in any agent. 8 Codex, OpenCode 1 319 tok
tensorfreitas/lunatask-mcp Unofficial Lunatask MCP server 8 Claude Code, Codex, OpenCode 2 3,320 tok
johnib/kusto-mcp MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and unde 8 Claude Code 2 1,118 tok
DanWahlin/ai-repo-adventures danwahlin.github.io A fun, Model Context Protocol (MCP) server and/or HTML generator that transforms code repo 8 Codex, OpenCode 1 3,282 tok
CatholicOS/liturgical-calendar-mcp An MCP (Model Context Protocol) server that will allow AI agents to interact with the Litu 8 Claude Code 1 1,481 tok
norandom/ragflow-claude-desktop-local-mcp because-security.com What if your AI agents could talk to your documents, so that you don't have to repeat your 8 Codex, OpenCode 1 92 tok
SerhiiMaksymiv/targetprocess-mcp-server Target Process MCP server 8 Claude Code 1 551 tok