How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
1024XEngineer/bytemind 1024xengineer.github.io ByteMind is a lightweight Coding Agent designed to help users complete the software engine 27 Claude Code, Codex, OpenCode 7 524 tok
ekingunoncu/izan.io izan.io Turn Any Browser Action & Data Extraction into an AI Tool in 60 Seconds 27 Claude Code 1 1,172 tok
Icarus603/claude-code Refactored fork of the sourcemap-leaked Claude Code CLI 27 Claude Code, Codex, OpenCode 2 12,622 tok
shidesheng0218/repo-ready npmjs.com Make your repo ready for Codex, Claude Code, Cursor, and contributors. 27 Claude Code, Codex, OpenCode 2 323 tok
umbraco/Umbraco-CMS-Backoffice-Skills 27 Claude Code 12 3,808 tok
SharkyND/mcp-atlassian MCP for Atlassian servers 27 Codex, OpenCode 1 733 tok
dahlia/ko-stdict-mcp jsr.io Standard Korean Language Dictionary MCP server 27 Codex, OpenCode 1 393 tok
codingthefuturewithai/rag-retriever A Python application that loads and processes both web pages and local documents, indexing 27 Claude Code 11 2,759 tok
initlabsai/vibekit getvibekit.ai The agentic stack for Algorand builders. 27 Codex, OpenCode 1 3,319 tok
timothywarner-org/context-engineering techtrainertim.com 🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-read 27 Claude Code, GitHub Copilot 11 4,968 tok
jamesckemp/claude-plugins 27 Claude Code 1 1,021 tok
Vooster-AI/cursorrules-to-claudemd 27 Claude Code 1 849 tok
ZhuoZhuoCrayon/ai-workspace zhuozhuocrayon.github.io A general-purpose workspace template for coding agents such as Cursor / Codex / Claude, pr 27 Claude Code, Codex, OpenCode 10 328 tok
wasp-lang/cursor-template A template for building Wasp apps with the Cursor IDE 27 Cursor 1 642 tok
himorishige/hatago-mcp-hub hatago.dev Hatago MCP Hub is a lightweight hub server that provides unified management for multiple M 27 Claude Code, Codex, Gemini CLI, OpenCode 4 7,904 tok
illscience/vibe-debug CLI debugger that lets coding agents inspect live Python runtime state, with optional MCP 27 Claude Code, Codex, OpenCode 2 430 tok
deslicer/mcp-for-splunk deslicer.ai Open-source Splunk MCP server: connect AI agents (Cursor, Claude Desktop, VS Code) to Splu 27 Claude Code, Codex, Cursor, OpenCode 3 2,070 tok
itshare4u/AgentKnowledgeMCP 27 GitHub Copilot 2 2,498 tok
wazionapps/nexo nexo-desktop.com NEXO runtime core for NEXO Desktop: local memory, automation, MCP tools and update-managed 27 Claude Code, Codex, OpenCode 2 843 tok
repaera/chat Chat Client for Your Service's MCP Server 27 Claude Code, Codex, OpenCode 2 5,375 tok
stellarlinkco/skills stellarlink.co Agent skills for long-running execution, high-recall code review, and measurable self-impr 27 Codex, OpenCode 1 2,272 tok
eldermoraes/quarkus-agentic-scaffolding skills.sh Scaffolding skill + always-on conventions (CLAUDE.md/AGENTS.md) for Quarkus + LangChain4j 27 Claude Code, Codex, OpenCode 2 7,635 tok
moellere/WireStudio wirestudio.io Agent-driven design studio for ESPHome-compatible (e.g. ESP32/ESP8266, RP2040) + LoRaWAN d 27 Claude Code 1 514 tok
reyamira/aic CLI to fetch the latest changelogs for AI coding assistants — Claude Code, Codex, OpenCode 27 Claude Code 1 907 tok
vbarsoum1/llm-wiki-compiler Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,209 tok
nik1t7n/context-firewall Local-first context firewall for coding agents 27 Claude Code, Codex, Gemini CLI, OpenCode 3 358 tok
rassi0429/resolink-mcp 27 Claude Code 1 13,332 tok
cyijun/agent-smith Agent Smith has taken over your terminal: he recursively breaks down tasks and mercilessly 27 Claude Code 1 1,208 tok
kdcube/kdcube kdcube.tech Open-source, self-hosted runtime and SDK for AI applications. One tenant/project deploymen 27 Codex, OpenCode 1 2,434 tok
opsmill/infrahub-skills AI skills for developing with Infrahub. These skills provide structured guidance to any AI 27 Codex, OpenCode 1 3,999 tok
vlad-ryzhkov/AI-QA-workshop-feb19 youtu.be AI prompts, agents, and anti-patterns for QA — from specification audits to API test gener 27 Claude Code, Codex, GitHub Copilot, OpenCode 21 2,657 tok
aktsmm/vscode-agent-skill-ninja VS Code Extension for searching, installing and managing Agent Skills (SKILL.md) for GitHu 27 Codex, GitHub Copilot, OpenCode 4 8,465 tok
vallafederico/webflow-dev-setup webflow-dev-setup-xi.vercel.app 27 Claude Code, Codex, OpenCode 7 508 tok
alleneee/skill-agent A production-grade AI Agent framework based on FastAPI, supporting 100+ LLM providers, MCP 27 Claude Code, Codex, OpenCode 2 7,219 tok
nirholas/lyra-registry lyra-registry.modelcontextprotocol.name Lyra Registry is a standalone API + MCP service that catalogs, scores, and serves metadata 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 864 tok
johnlindquist/claude 27 Claude Code 1 672 tok
lopadova/claude-mem-sync doc.claude-mem-sync.padosoft.com Team memory sharing for claude-mem — sync AI memories across developers, with Claude Code 27 Claude Code 1 2,871 tok
LilithGames/a2wave a2wave.ai Turn the agent CLIs you already use into shared services your whole team can call. Natural 27 Claude Code, Codex, OpenCode 6 1,535 tok
kerbelp/metatron getmetatron.com Git-native context layer for AI coding agents. Your team's real engineering decisions — pa 27 Claude Code, Codex, OpenCode 2 1,962 tok
VoDaiLocz/kilo-kit-mcp glama.ai An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, an 27 Claude Code, Codex, Gemini CLI, OpenCode 3 2,498 tok
vinnie357/claude-skills claude code skills 27 Claude Code, Codex, OpenCode 2 6,424 tok
AndreaGriffiths11/agent-context-system agents.mainbranch.dev Utilities for managing agent memory, context windows, and task-focused state 27 Codex, OpenCode 1 1,302 tok
eamanc-lab/fortune-telling-skills 🔮 Zodiac horoscope generator — Claude Code Skill for daily, weekly, and monthly horoscope 27 Claude Code 1 299 tok
peixl/ifq-design-skills Agent-native design skill: ordinary prompts -> verified HTML-first prototypes, decks, dash 27 Codex, OpenCode 1 1,460 tok
jxpeng98/qiongli rsk.jxpeng.dev Academic Research Skills: Plan the work, search the literature, draft and review manuscrip 27 Claude Code, Codex, OpenCode 2 3,819 tok
RajX-dev/N3MO n3mo.shop A high-performance code intelligence engine that transforms repositories into queryable sy 27 Claude Code, Codex 1 —
MarimerLLC/mcp-aggregator MCP aggregator gateway — lazy tool discovery, dual MCP+REST interfaces, dynamic server reg 27 Claude Code 1 3,970 tok
use-brian/use-brian usebrian.ai Brain, agent, workflows, and docs. Local framework to automate your work. 27 Claude Code 1 —
cablehead/gpt2099.nu cablehead.github.io a Nushell cross.stream extension to interact with LLMs and MCP servers 27 Claude Code 2 215 tok
EnriqueLop/quartier Turn any AI into a web design business. Find local businesses, redesign their websites, ge 27 Claude Code 2 804 tok