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
Gheat1/NaviTui ♪ A fast, animated TUI player for Navidrome — cover art in the terminal, playback via mpv, 63 Claude Code 1 1,220 tok
pedrobalsa/balsa-ui balsa-ui.com Agent-native, open-code Vue/React components with independent palettes, themes, and gradie 63 Codex, OpenCode 1 156 tok
teknovizier/tekla_mcp_server A Tekla Structures MCP server designed to accelerate modeling workflows through tool-based 63 Claude Code, Codex, OpenCode 2 5,600 tok
anotb/management-consulting-plugin unsol.dev Management consulting skills for Claude Code, Cowork, Codex, and other agents. Strategy, o 63 Claude Code 1 187 tok
last9/last9-mcp-server last9.io Last9 MCP Server 63 Claude Code, Codex, OpenCode 2 5,616 tok
supadata-ai/mcp supadata.ai Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and an 63 Claude Code 1 1,707 tok
Syh1906/openai-compatible-imagegen Standalone Skill and Codex Plugin for OpenAI-compatible image generation, editing, batch w 63 Codex, OpenCode 1 1,260 tok
magic5644/Graph-It-Live magic5644.github.io Graph-It-Live VS Code Extension 63 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,252 tok
emory/ASD-AuDHD-PAI-Skills A collection of Skills for your Personal AI Infrastructure and mobile apps like Claude Mob 63 Claude Code 1 121 tok
robzilla1738/Codex-Workflows Workflow-as-code orchestration for Codex 63 Claude Code, Codex, OpenCode 2 1,048 tok
IAPro-Community/Orquestrador-Maestro AI agent orchestration kit for Windows, Linux/MacOS with Codex skills, hooks, routing rule 63 Codex, OpenCode 1 635 tok
dnnyngyen/iron-manus-mcp Iron Manus MCP 63 Claude Code 1 497 tok
MGrin/awesome-bb-plugins A curated list of community plugins for bb, the agent IDE — the ecosystem's missing direct 63 Claude Code, Codex, OpenCode 2 872 tok
CasualOffice/sheets sheet.casualoffice.org Open-source self-hosted web spreadsheet with .xlsx round-trip and real-time co-editing — a 63 Claude Code 1 2,694 tok
Sagargupta16/awesome-mcp-servers sagargupta.online A curated list of MCP (Model Context Protocol) servers, tools, frameworks, and resources 63 Claude Code 1 4,894 tok
lukabudik/alza-mcp Unofficial Model Context Protocol server for Alza.cz — read-only catalog browser for AI ag 63 Codex, OpenCode 1 215 tok
DeepAgentLabs/mcp-server mcp.deepagentlabs.io Unified MCP server for DeepAgentLabs capabilities, supporting local stdio and authenticate 63 Codex, OpenCode 1 2,691 tok
thumbor/libthumbor Python's extensions to thumbor. These are used to generate safe urls among others. 63 Codex, OpenCode 1 687 tok
pawcoding/astro-loader-pocketbase npmjs.com A content loader for Astro that uses the PocketBase API 63 Codex, OpenCode 1 1,105 tok
ahonn/dotfiles 💎 My vim/neovim, claude code, nix, git, and tmux configuration files 63 Claude Code, Codex, OpenCode 44 376 tok
Fiestaboard/FiestaBoard Fiestaboard 63 Claude Code 37 6,432 tok
contentful/contentful-mcp-server MCP (Model Context Protocol) server for the Contentful Management API 62 Codex, OpenCode 1 893 tok
ronikobrosly/RigorLoop A statistically-sound agentic build framework that employs agentic loops to create code ar 62 Claude Code, Codex, OpenCode 2 1,515 tok
2234839/mcpserver linux.do Give Claude Code + GLM the ability to see 62 Claude Code 1 2,968 tok
DekaPrayoga/AurixAgent haikzs.tech 🤖 Autonomous Multi-Agent AI Workspace in your terminal. Codes, researches, and executes r 62 Codex, OpenCode 1 840 tok
cooragent/ClarityFinance Clarity is a financial analysis agent framework built on native Claude-skill architecture. 62 Claude Code 10 —
RipeMangoBox/BITE Semi-automated research assistant and local knowledge base for paper analysis, ideation, c 62 Claude Code, Codex, OpenCode 18 675 tok
bepitulaz/obsidian-multivault-mcp Multi-vault and multiuser Obsidian MCP 62 Claude Code, Codex, OpenCode 2 1,412 tok
FavioVazquez/learnship faviovazquez.github.io Learn as you build. Build with intent. Ship real products. Agentic engineering done right. 62 Claude Code, Codex, OpenCode, Windsurf 41 4,697 tok
kerim/zotero-code-execution Efficient multi-strategy Zotero search using code execution pattern 62 Claude Code 1 286 tok
dgalarza/claude-code-workflows Personal collection of Claude Code workflows 62 Claude Code, Codex, OpenCode 2 1,721 tok
microsoft/a11y-llm-eval microsoft.github.io An eval tool to benchmark how well LLMs generate accessible HTML 62 Claude Code, GitHub Copilot 2 533 tok
rexlunae/RustyClaw A super-lightweight super-capable agentic tool with improved security versus OpenClaw. 62 Claude Code, Codex 1 —
StudyDrift/lextures lextures.com The learning environment that adapts. 62 Claude Code, Codex, OpenCode 13 2,194 tok
ReyemTech/mcp-canada reyemtech.github.io MCP server for Canadian government data — 266 bilingual tools across 9 federal, 7 provinci 62 Claude Code, Codex, OpenCode 2 4,940 tok
appsoftwareltd/vscode-agent-kanban marketplace.visualstudio.com VS Code extension kanban board for agentic AI workflows 62 Codex, OpenCode 1 727 tok
matteing/opal 🔮 A smol coding agent in Elixir 62 Claude Code, Codex, OpenCode 12 206 tok
dariushoule/x64dbg-rippy AI reverse engineering assistant for x64dbg. Embeds a chat panel directly in the debugger 62 Claude Code 1 992 tok
Aho1ic/Aeroric A desktop task manager for AI coding agents like Claude Code and Codex, with multi-project 62 Claude Code, Codex 1 —
trade-it-inc/trade-it-mcp tradeit.app Guide to connect to Trade It's MCP server and trade stocks, crypto, and options 62 Codex, OpenCode 1 241 tok
mathaix/OpenClawMachines openclawmachines.com Manage OpenClaw in your team (Enterprise) by providing it compute infrastructure, tool int 62 Claude Code, Codex 14 —
chongdashu/threejs-capacitor-ios-game A vibe coded mobile point and click adventure game using agent skills. 62 Claude Code, Codex 2 —
mps-team-cn/Multiple_personality_system_wiki An open knowledge base on multiple selves / multiple consciousness systems (Markdown-drive 62 Codex, OpenCode 1 5,095 tok
MetamusicX/zissa-wiki Zissa Wiki — an LLM-maintained research knowledge base in plain markdown, maintained by an 62 Claude Code, Codex, Gemini CLI, OpenCode 8 4,054 tok
Roam-Research/roam-tools roamresearch.com Official MCP and CLI for Roam Research 62 Claude Code 1 4,312 tok
c-d-cc/reap reap.cc Recursive Evolutionary Autonomous Pipeline — AI and humans evolve software across generati 62 Claude Code 7 450 tok
damon-liu/Dji-cloud-api-tool A lightweight debugging tool for DJI Cloud API, supporting multiple Broker configurations, 62 Claude Code, Codex, OpenCode 12 3,688 tok
dotnet-presentations/ai-workshop aka.ms Building GenAI Apps in C#: Microsoft Extensions for AI, Templates, Microsoft Foundry & Mor 62 GitHub Copilot 4 1,329 tok
fabb/WigAI Bitwig Controller Extension that provides an MCP Server for AI Agent control 62 Claude Code, Codex, OpenCode 43 447 tok
jeremyruppel/claude-collider MCP server and live coding suite for SuperCollider :robot: :musical_note: 62 Claude Code 7 2,038 tok