How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
NakaokaRei/swift-mcp-gui MCP server that can execute commands such as keyboard input and mouse movement on macOS 61 Claude Code, Codex, OpenCode 3 735 tok
corezoid/simulator-ai-plugin simulator.company Claude Code & Codex plugin for Simulator.Company — a Go MCP server exposing the platform R 61 Claude Code, Codex, OpenCode 2 4,165 tok
isdaniel/mcp_weather_server A Model Context Protocol (MCP) server that provides weather information using the Open-Met 61 Claude Code 3 —
vobase/vobase The app framework built for AI coding agents. Own every line. Your AI already knows how to 61 Claude Code, Codex 44 4,615 tok
Equilateral-AI/equilateral-agents-open-core Production-ready multi-agent orchestration. Revolutionary architecture for enterprise deve 61 Claude Code, Codex 12 —
DasDigitaleMomentum/opencode-processing-skills das-digitale-momentum.de Agents, skills and templates for structured AI-assisted development with OpenCode, Codex a 61 Codex, OpenCode 1 2,225 tok
duolongworld/AI_Renaissance AI Renaissance — Trend as Leverage, Signal as Pulse, Cognition as Wealth. 61 Codex, OpenCode 1 923 tok
goduni/unihttp Modern library for creating declarative API clients. 61 Claude Code, Codex 2 —
DamianEdwards/copilotd copilotd.damianedwards.dev Auto-dispatch copilot CLI instances based on GitHub issues 61 Claude Code, Codex, GitHub Copilot 2 1,292 tok
tjdrhs90/flutter-flame-harness Idea-to-store autonomous harness for Flutter/Flame games across Claude Code, Antigravity, 61 Claude Code 1 864 tok
thrashr888/agentkernel thrashr888.github.io Run AI coding agents in secure, isolated microVMs. Sub-125ms boot times, real hardware iso 61 Claude Code, Codex, OpenCode 3 2,859 tok
subicura/purplemux A web-native terminal multiplexer for Claude Code & Codex — monitor and manage multiple se 61 Claude Code, Codex, OpenCode 9 3,456 tok
lee-to/ai-workspace AI Workspace - Give your AI agents memory that spans across projects. 61 Codex, OpenCode 1 1,733 tok
Winddfall/CoBridge open-vsx.org Multi-AI context sync tool that syncs AI memory with one click. 61 Claude Code 1 522 tok
Milktang0128/myskills AI Skill Hub — a cross-platform desktop app to discover, dedupe, organize, and sync AI age 61 Claude Code 1 2,093 tok
eullm/eullm eullm.eu Open-source platform for creating, distributing and running sovereign EU-compliant LLMs. V 61 Claude Code 1 —
bacoco/AiDesigner 61 Claude Code 5 —
Meeting-BaaS/speaking-meeting-bot Fully autonomous speaking bots built using the MeetingBaas API and Pipecat. 61 Cursor 1 20,951 tok
Eljaja/BibaVPN DPI-resistant SOCKS5/HTTP tunnel over TLS+WebSocket for self-hosted single-VPS setups 61 Codex, OpenCode 1 10,490 tok
wbingli/zsh-claudecode-completion Minimal zsh completion plugin for Claude Code CLI 61 Claude Code 1 807 tok
microsoft/BC-Bench microsoft.github.io Inspired by SWE-Bench, for Business Central (AL) ecosystem. 61 Claude Code, Codex, GitHub Copilot 3 1,004 tok
masuP9/a11y-specialist-skills Accessibility specialist skills plugin for Claude Code. 61 Codex, OpenCode 1 751 tok
processmission/oh-my-qemu processmission.github.io A collection of AI agent skills for QEMU hardware modeling 61 Codex, OpenCode 1 1,248 tok
ipnet-mesh/meshcore-hub ipnt.uk MeshCore Hub provides a complete solution for monitoring, collecting, and interacting with 61 Codex, OpenCode 1 4,827 tok
Mindburn-Labs/helm-ai-kernel helm.docs.mindburn.org Fail-closed execution firewall for AI agents: quarantine MCP tools, proxy OpenAI-compatibl 61 Claude Code, Codex, OpenCode 2 1,666 tok
htlin222/robust-lit-review Automated systematic literature review pipeline generating publication-ready manuscripts f 61 Claude Code 4 492 tok
jaruiz6363/OpticStudioMCPServer 61 Claude Code 1 130 tok
timothy-agent/timothy timothy-agent.github.io The open-source control plane for your personal AI workforce. Run your own AI agents. Your 61 Codex, OpenCode 1 3,936 tok
sightmap/sightmap Specification, tooling, and documentation for the .sightmap spec. 61 Codex, OpenCode 1 1,988 tok
fuwenhao12/academic-ref-inserter 61 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 3,753 tok
NomaDamas/MinSync Vector DB version control, 100% Rust, Mac, Linux, Windows compatible 61 Claude Code, Codex, OpenCode 2 532 tok
navikt/copilot ki-utvikling.nav.no All things Copilot, Agents, MCPs, Skills, and coding related AI features for the Norwegian 61 Codex, GitHub Copilot, OpenCode 6 5,654 tok
studyzy/tapd-ai-cli A command-line tool for Tencent TAPD designed for AI. 61 Claude Code, Codex, OpenCode 11 1,859 tok
Integration-Automation/AutoControlGUI integration-automation.github.io A framework for GUI automation 61 Claude Code 1 5,979 tok
whoamihappyhacking/lazycat-skills A set of AI agent skills designed specifically for developers of the LazyCat MicroServer p 61 Codex, OpenCode 1 2,045 tok
vuki656/review.nvim Review git diffs inside Neovim, comment on specific lines, and export the comments as mark 61 Claude Code 1 3,730 tok
nickytonline/mcp-typescript-template nickyt.co TypeScript template for building MCP servers 61 Claude Code, Codex, OpenCode 2 2,608 tok
mattwynne/yaks Shared Discovery Trees in the CLI for teams of humans and robots 61 Claude Code, Codex, OpenCode 10 1,214 tok
Nimbleway/agent-skills nimbleway.com Agent skills that give AI agents live web data — search, scrape, and extract structured da 61 Claude Code 1 4,740 tok
battysh/batty batty.sh Supervised agent execution for software teams. Kanban-driven, tmux-native, test-gated. 61 Claude Code, Codex, OpenCode 2 1,515 tok
jeremylongshore/excel-analyst-pro-skill-md claudecodeplugins.io Professional financial modeling toolkit for Claude Code with auto-invoked Skills. Build DC 61 Claude Code, Codex, OpenCode 2 919 tok
luminarylane/fal-mcp-server luminarylane.github.io MCP server for Fal.ai - Generate images, videos, music and audio with Claude 61 Claude Code 5 993 tok
leetjourney/home-energy-tracker youtube.com Full microservices Spring Boot 4 - Home Energy Tracker 61 Codex, OpenCode 1 1,772 tok
clefru/ocrmypdf-paddleocr PaddleOCR plugin for OCRmyPDF. 61 Claude Code 1 2,132 tok
shrec/UltrafastSecp256k1 shrec.github.io Ultra high-performance secp256k1 ECC engine | Python, Node.js, Rust, Go, C#, Swift, Java b 61 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,659 tok
JOINCLASS/ai-ceo-framework Run your entire company with Claude Code. 15 AI Agents + 5 Skills + Approval Pipeline. Bat 61 Claude Code 1 2,141 tok
brizzai/fleet TUI tool for managing multiple Claude Code sessions in parallel using tmux 61 Claude Code 4 —
pacphi/agentic-kit One command to install, heal & prove ruflo (claude-flow) + agentic-qe + RuvNet Brain — plu 61 Claude Code, Codex, OpenCode 12 4,796 tok
microwind/ai-prompt 🔥 Build high-quality prompts for large language models, letting AI work for you. Building 61 Codex, OpenCode 1 658 tok
krispuckett/SiriCardKit 61 Claude Code, Codex, OpenCode 3 1,998 tok