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
coreyepstein/advanced-gmail-mcp Gmail MCP server for Claude Code — multi-account email management 7 Claude Code 2 —
os-tack/fcp-midi MCP server for semantic MIDI music composition 7 Claude Code 1 457 tok
aplaceforallmystuff/mcp-tailscale MCP server for managing your Tailscale network (tailnet) through Claude Code and other MCP 7 Claude Code, Codex, Gemini CLI, OpenCode 3 448 tok
keshrath/agent-discover MCP server registry and marketplace — discover, install, activate, and manage MCP tools on 7 Claude Code 1 2,223 tok
itsbrex/attio-mcp-server Model Context Protocol server for Attio CRM - enables Claude Desktop and Cursor to interac 7 Claude Code 1 1,547 tok
hifriendbot/cogmemai-mcp hifriendbot.com CogmemAi: the safe memory that keeps Ai in line. Remembers across sessions, enforces your 7 Claude Code, Codex, OpenCode 8 2,840 tok
Poorgramer-Zack/dart-expert-skills A comprehensive library of modular Agent Skills for Flutter & Dart development 7 GitHub Copilot 2 2,975 tok
the-efficacious/commandsuite docs.commandsuite.io Turn AI agents into team members: assign objectives with a definition of done, talk in cha 7 Claude Code, Codex, OpenCode 2 114 tok
cyanseek/dsh-landscape Agent-first DeepSeek Harness plugin intelligence: verify existing plugins, identify missin 7 Codex, OpenCode 1 190 tok
papagala/argo-kagent This repository is aimed at deployment of Kagent via ArgoCD to show the true K8s native ca 7 GitHub Copilot 1 —
traviswye/ContextAtlas ContextAtlas is an MCP server that gives Claude Code a curated atlas of your codebase — f 7 Claude Code 1 11,687 tok
Alex1980Alex/1C-Enterprise-Cursor-Framework 7 Cursor 1 876 tok
criznguyen/SDLC 7 Claude Code, Codex, OpenCode 2 1,069 tok
fatihkan/badi npmjs.com Workflow management CLI for Anthropic Claude Code, Cursor, and Gemini CLI. 30 AI agents — 7 Claude Code 8 —
fortunto2/prefect-mcp-server MCP server for interacting with the Prefect API 7 Codex, Cursor, OpenCode 2 652 tok
TUAN130294/vibecodekit 7 Claude Code, Cursor 2 1,731 tok
ldastey-dev/agentic-context AI coding agent instructions and assessment playbooks 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,501 tok
logosdx/monorepo logosdx.dev TS tooling for the modern JS runtime 7 Claude Code 2 3,007 tok
joseikininsight-hue/sales-claw-ts Automated B2B company outreach via web contact forms — TypeScript port (Electron main + da 7 Claude Code, Codex, OpenCode 2 11,191 tok
stevenAthompson/run-long-command stevenathompson.com A Gemini CLI extension that enables the execution of long-running shell commands in the ba 7 Gemini CLI 1 571 tok
bunhine0452/Ocul-PM oculpm.com Local-first AI project manager (AI PM) for AI coding agents — auto-journals, verifies & or 7 Claude Code, Codex, OpenCode 2 6,609 tok
Justdvp/claude-code-templates 🛠️ Simplify your coding with ready-to-use configurations for Anthropic's Claude Code, des 7 Claude Code 1 4,007 tok
r00tify/crashdx A deterministic crash diagnosis engine for .ips reports (CLI + MCP server) 7 Claude Code 2 1,347 tok
cheolwanpark/codex-client pypi.org claude-code-sdk style wrapper around the Codex CLI for programmatic automation. 7 Codex, OpenCode 1 354 tok
yamaru-eu/hardware-probe yamaru.eu Expert hardware probe for AI, Gaming, and HPC. Analyzes GPU, VRAM, and Memory Bandwidth 7 Claude Code, Gemini CLI 2 1,739 tok
MattFlower/tempest gotempest.net Tempest is a macOS Desktop Application for Claude, Codex, and Pi that helps maintain your 7 Claude Code, Codex, OpenCode 5 897 tok
ttiee/nonebot-plugin-codex A NoneBot plugin for driving Codex CLI through Telegram 7 Codex, OpenCode 1 539 tok
sisense/sisense-mcp-server sisense.com Deprecated. Use the hosted Sisense MCP Server: https://docs.sisense.com/main/SisenseLinux/ 7 Claude Code 1 —
jasondostal/cairn-mcp Persistent memory for AI agents... and humans 7 Claude Code 1 —
klimentij/klimkit brightgears.ai Archived, no longer maintained. Klimkit's best ideas continue in BrightGears, a full comme 7 Claude Code, Codex, OpenCode 2 498 tok
fabianfreund/actly-editor Agentic coding — build your app in a desktop workspace designed for planning, building, an 7 Claude Code, Codex, OpenCode 2 782 tok
DanWahlin/zingit danwahlin.github.io UI annotation tool for AI Assistants (Claude, Copilot, Codex) 7 Codex, OpenCode 1 3,239 tok
tellang/triflux npmjs.com CLI-first multi-model orchestrator — routes tasks to Codex, Gemini, and Claude 7 Claude Code, Codex, Gemini CLI, OpenCode 3 4,376 tok
paultyng/testagent Deterministic fake of the claude and codex CLIs. Test hooks and orchestrator integrations 7 Claude Code, Codex, OpenCode 5 2,201 tok
Artmann/web-developer-mcp A Model Context Protocol (MCP) server that provides web development tools for AI assistant 7 Claude Code 1 1,161 tok
Dakera-AI/dakera-go dakera.ai Go SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, kno 7 Claude Code 3 267 tok
ardacetinkaya/Business.AI.Demo This project demonstrates how to integrate AI capabilities into a typical business applica 7 GitHub Copilot 1 659 tok
ai-creed/ai-cortex ai-creed.dev Structural code intelligence and persistent memory for AI coding agents, served over MCP ( 7 Claude Code, Codex, OpenCode 1 1,122 tok
funsjanssen/faker-mcp npmjs.com Model Context Protocol (MCP) server for generating fake/mock data using Faker.js 7 GitHub Copilot 1 177 tok
frootai/frootai frootai.dev From the Roots to the Fruits ! 7 Claude Code, Codex, GitHub Copilot, OpenCode 9 9,774 tok
Haroon-jay/wctx Cross-repository context for coding agents. A local-first MCP server that turns finished s 7 Claude Code 2 425 tok
lambda-curry/devagent 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 421 tok
Diplomat-ai/diplomat-agent diplomat.run What can your AI agent do to the real world? Scan your code. See which tool calls have zer 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,004 tok
luccapinto/agentic-data-kit The definitive AI Toolkit for Data Engineering & Analytics. Pre-configured specialists, sk 7 Codex, GitHub Copilot, OpenCode 2 1,304 tok
zx06/xsql 🤖 AI-first cross-database CLI tool. Query MySQL/PostgreSQL safely with read-only protecti 7 Claude Code, Codex, OpenCode 2 2,593 tok
goranocokoljic/pure-context Repository for PureContext MCP 7 Claude Code 1 3,759 tok
gander-tools/osm-tagging-schema-mcp MCP server providing OpenStreetMap tagging schema tools for AI assistants - validate tags, 7 Claude Code 1 7,553 tok
Orpheus-K/symbiopulse SymbioPulse is an MCP-first context layer for AI coding agents. It builds a persistent pro 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,565 tok
damien-schneider/agent-skills-library agents-library.dev The centralized hub for AI agent capabilities. Discover, share, and manage high-quality ma 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,309 tok
jazzmind/busibox A self-hosted AI platform that keeps your data on your infrastructure. Busibox integrates 7 Claude Code, Cursor 10 7,122 tok