How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
daffy0208/ai-dev-standards As Described in the name 36 Claude Code, Cursor 17 4,018 tok
Disentinel/grafema grafema.dev Graph-based static analysis tool 36 Claude Code 40 1,535 tok
russellbrenner/jurisd jurisd.ai jurisd is an open, local-first research and drafting workbench for AU/NZ law. It gives you 36 Codex, OpenCode 1 625 tok
procoders/superpowers-v amiainative.dev Compound V — a multi-model orchestrator for Claude Code, layered on Superpowers: a determi 36 Claude Code, Codex, Gemini CLI, OpenCode 4 7,941 tok
cboxdk/statamic-mcp cbox.dk MCP (Model Context Protocol) server for Statamic CMS v6 — gives AI assistants structured a 36 Claude Code 1 10,806 tok
johnzfitch/pyghidra-lite Lightweight MCP server for Ghidra-based reverse engineering with iOS, Linux, and game file 36 Claude Code 1 486 tok
proompteng/bilig proompteng.github.io Formula workbooks for Node services: edit inputs, recalculate formulas, read outputs, pers 36 Claude Code, Codex, GitHub Copilot, OpenCode 6 5,654 tok
luuuc/sense luuuc.github.io MCP server for AI coding agents - gives Claude Code, OpenCode, Cursor, and Codex CLI struc 36 Claude Code 4
spellyaohui/M-Team-Helper M-Team PT site automation assistant 36 Claude Code, Codex, OpenCode 2 2,261 tok
oculus-samples/Unity-PerformanceSettings Performance settings testing ground, showing how to use game-engine-agnostic performance c 36 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,044 tok
marshall0524/everythingclaudecode 36 Claude Code, Codex, OpenCode 50 2,001 tok
Zaious/Antigravity-Skills-Chronicle open-vsx.org Visual management dashboard for AI Agent skills, workflows, and rules. VS Code extension w 36 Codex, OpenCode 1 952 tok
fayzan123/claude-workflow-composer Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skill 36 Claude Code, Codex, OpenCode 2 4,866 tok
mwguerra/claude-code-plugins MWGuerra Claude Code Marketplace 36 Claude Code 1 193 tok
liangdabiao/claudesdk-skill skillhub.cn An experimental project exploring the capabilities of the Claude Agent SDK. Through a Skil 36 Claude Code 8
hypurrquant/perp-cli Multi-DEX perpetual futures CLI + MCP server — Pacifica (Solana), Hyperliquid, Lighter (E 36 Claude Code, Cursor 3 348 tok
freema/cursor-plugin-cc tomasgrasl.cz Use Cursor CLI from Claude Code to delegate coding tasks to Composer 2.5+ and other Cursor 36 Claude Code, Codex, OpenCode 1 1,636 tok
caidish/instrMCP AI's quantum device physics laboratory's instrumentation control 36 Claude Code 3 2,640 tok
SaadRahman01/claude-moodle-dev Moodle development toolkit for AI coding assistants. Skills for XMLDB, Hooks API, PHPUnit, 36 GitHub Copilot 1 834 tok
jazzychad/ios-code-audit Agent skill for comprehensive ios codebase audit 36 Claude Code 1 592 tok
worldbank/data360-mcp worldbank.github.io Model Context Protocol (MCP) server that gives LLM agents and chatbots direct access to th 36 Cursor 1
zhouguoqing/QianYuan.AIAgenticFramework An Agentic framework written in C# .NET 10 using the ReAct paradigm, supporting progressiv 36 Claude Code, Codex 13
chrisgleissner/c64bridge MCP server to control and program the Commodore 64 Ultimate, Ultimate 64, Ultimate II, or 36 Claude Code, Codex, GitHub Copilot, OpenCode 27 4,354 tok
spranab/saga-mcp npmjs.com Your agent loses the plan between sessions, so saga-mcp gives it a SQLite-backed tracker f 36 Claude Code 1
shrek-abaper/sap-engineering-skill AI agent skills for SAP ABAP: ADT read/write CLI, 9-dimension code review, transport relea 36 Claude Code 1 2,702 tok
ismailsaoulaj/reddit-mcp-server A production-grade Model Context Protocol (MCP) server. Empowers AI assistants (Claude, Cu 36 Codex, OpenCode 1 675 tok
razr001/aligndev aligndev.dev AlignDev helps AI-assisted frontend teams generate shared coding standards and SKILL.md so 36 Claude Code, Codex, OpenCode 2 847 tok
KBRmau/linkedin-resume-optimizer Skill de otimização de LinkedIn e currículo, usável em Claude Code, Cursor e Codex 36 Claude Code, Codex 2
JianhuiWei7/VideoWeaver VideoWeaver: Evaluating and Evolving Skills for Agentic Long Video Generation 36 Claude Code 1
maoxx241/vllm-ascend-workspace 36 Claude Code, Codex, OpenCode 26 2,094 tok
exploreomni/omni-agent-skills A collection of skill for working with Omni. These skills help AI agents understand and ex 36 Codex, OpenCode 1 429 tok
jmrplens/gitlab-mcp-server jmrp.io Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ Git 36 Claude Code, Codex, GitHub Copilot, OpenCode 36 68,950 tok
ttpears/bookstack-mcp MCP server for BookStack wiki — search, read, create, and manage documentation via AI assi 36 Claude Code, Gemini CLI 2 1,848 tok
jongalloway/dotnet-mcp MCP wrapper for the .NET SDK 36 GitHub Copilot 1 3,736 tok
lool-ventures/founder-skills founderskills.lool.vc AI agent skills for high-velocity startup founders 36 Claude Code 1 39,916 tok
rsalmn/ExtremeRouter Enchant Version of 9Router. 304+ Providers (API-key, OAuth, free-tier, and 39 web-cookie p 36 Claude Code, Codex, OpenCode 5 772 tok
PVRLabs/aibadger pvrlabs.xyz AI Badger - Local-first tool that extracts focused repo context for any AI chat (Claude, C 36 Codex, OpenCode 1 368 tok
tsuru0805/llm-nursery Parenting Simulator: Raise a small language model as a child—feed it data, deal with midni 36 Codex, OpenCode 1 4,881 tok
itvincent-git/codex-usage-desktop Codex usage tracker for live quota, token analytics & session insights. Local-first deskto 36 Codex, Gemini CLI, OpenCode 2 1,093 tok
mycelium-hq/ai-brain-starter adelaidadiazroa.substack.com The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs 36 Claude Code 1 1,723 tok
MetaMask/metamask-design-system metamask.github.io The design system for MetaMask products 36 Claude Code, Codex, Cursor, OpenCode 3 1,858 tok
intentic/intentic intentic.dev You delegate. Agents work. You approve. A workspace for coding agents. 36 Codex, OpenCode 1 3,848 tok
dev-whitecrow/ark-context thewhitecrow.co Your AI is smart, but does it know you? The Open Protocol for Context-as-Code. Don't build 36 Claude Code, Codex, Gemini CLI 4 998 tok
MichelKerkmeester/skilled-harness__spec-driven-agent-loops AI-assisted coding setup that helps you spend less time re-explaining context, and more ti 35 Claude Code 8
soromi/soromi soromi.dev A small, fast, open-source home for AI coding agents 35 Claude Code, Codex 1
calinfaja/K-LEAN Cross-platform toolkit to enhance Claude Code with multi-LLM consensus, 8 specialist agent 35 Claude Code 1 1,583 tok
thatsrajan/vidlens-mcp 35 Claude Code, Codex 1
zoharbabin/google-researcher-mcp ⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead 35 Claude Code 1 835 tok
chrismcdermut/proletariat proletariat.ai Seize the means of production. Ship 100x. Orchestrate agents as labor for any project. Bil 35 Claude Code 1 1,409 tok
8thpark/geode Geode provides agents remote access to your Obsidian vault. 35 Claude Code, Codex, OpenCode 4 896 tok