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
EnkrateiaLucca/mcp-course MCP Course OReilly 182 Claude Code 1 2,760 tok
rocketship-ai/rocketship docs.rocketship.sh A QA testing framework for your coding agent. 182 Claude Code, Codex, OpenCode 2 7,544 tok
gymcoach-app/gymcoach demo-gymcoach.mesureprivee.com Self-hosted workout tracker with an AI coach that knows your training. Bring your own LLM 182 Claude Code 12 2,861 tok
johnpapa/vscode-winteriscoming marketplace.visualstudio.com Dark theme with fun and bright foreground colors 181 Codex, GitHub Copilot, OpenCode 2 2,085 tok
mehrandvd/skunit skUnit is a testing tool for AI units, such as IChatClient, MCP Servers and agents. 181 GitHub Copilot 1 2,101 tok
FredericMN/Coder-Codex-Gemini CCG multi-model collaboration framework: Claude + Coder + Codex + Gemini | Supports both C 181 Claude Code 1 1,438 tok
SwapnilSoni1999/amul-notify amul.10xdev.me 🍫 Fastest and most reliable Amul stock checker. 181 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,346 tok
aipotheosis-labs/gate22 gateway.aci.dev Open-source MCP gateway and control plane for teams to govern which tools agents can use, 181 Codex, OpenCode 1 417 tok
echoVic/blade-code echovic.github.io AI-powered CLI coding agent with 20+ built-in tools, MCP support, and multi-model provider 181 Codex, OpenCode 1 2,055 tok
microwind/algorithms microwind.github.io 🚀In the AI era, everyone can be an algorithmic thinker and engineer. This project covers 181 Claude Code 1 2,106 tok
sv-grid/sv-grid svgrid.com Native Svelte 5 data grid. Headless-first engine + drop-in render component. Row + column 181 Codex, OpenCode 1 2,032 tok
nuxt-modules/mcp-toolkit mcp-toolkit.nuxt.dev Create MCP servers directly in your Nuxt application. Define tools, resources, and prompts 181 Codex, OpenCode 1 8,961 tok
hanzili/comet-mcp MCP Server connecting to Perplexity Comet browser 181 Claude Code 1 530 tok
VectorRobotics/vector-os-nano Vector OS is an agent orchestration system built around models: it plans tasks, routes com 181 Claude Code 1 2,086 tok
escapeWu/perplexity-ai perplexity.ai A third-party Perplexity MCP/REST API implementation that leverages Pro account Pool to pr 181 Claude Code, Codex, OpenCode 8 504 tok
AkihikoWatanabe/paper_notes akihikowatanabe.github.io Daily notes on AI research, especially those on LLMs, VLMs, AI agents and related techniqu 181 Codex, OpenCode 1 130 tok
notlate-cn/code-reader-skills 🧠 Cognitive science-based Claude Skills for deep code understanding | Tools for deep sour 181 Claude Code 1 1,118 tok
antonbabenko/deliberation Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opin 181 Claude Code, Codex, OpenCode 28 1,341 tok
duoduoler-ops/Table-GitHub-Capability-Router GitHub intake and capability routing for Obsidian, Codex, and Claude Code | Automatically 181 Claude Code, Codex, OpenCode 3 404 tok
cdesktop-ai/cdesktop cdesktop.ai Open-source Claude Code Desktop alternative. Use any provider/model. Web UI for Claude Cod 181 Claude Code, Codex, OpenCode 2 1,008 tok
Vladimir-Human/ru-marketplace-mcp Eleven marketplaces as MCP servers: Wildberries, Ozon, Yandex Market, Detsky Mir, Avito, A 181 Gemini CLI 1 475 tok
coinbase/x402 x402.org A payments protocol for the internet. Built on HTTP. 181 Claude Code, Codex 2 —
openshift-examples/web examples.openshift.pub 🚀 Content of examples.openshift.pub 181 Claude Code, Codex, OpenCode 4 1,454 tok
icebear0828/clio A Claude Code clone CLI - agentic coding assistant in your terminal 180 Claude Code 4 2,384 tok
cortex-tms/cortex-tms cortex-tms.org The Universal AI-Optimized Project Boilerplate. A Tiered Memory System (TMS) designed to m 180 Claude Code, GitHub Copilot 2 3,532 tok
pragunbhutani/dbt-llm-agent ragstar.vercel.app LLM based AI Agent to automate Data Analysis for dbt projects with remote MCP server 180 Claude Code 1 2,285 tok
dylanfeltus/skills A library of AI agent skills for research and design 180 Codex, OpenCode 1 141 tok
ZCZHAO-1999/shakespeare-writing-studio Agent-ready writing studio for Chinese WeChat articles, English essays, research writing, 180 Codex, OpenCode 1 474 tok
astro-stack/django-orbit labs.wearehik.com AI agent-native observability and debugging for Django. 180 Claude Code, Codex, OpenCode 2 1,446 tok
nesquikm/mcp-rubber-duck An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool 180 Claude Code 9 1,507 tok
adamayoung/TMDb adamayoung.github.io The Movie Database Swift Package 180 Claude Code 29 2,244 tok
sendaifun/solana-new solanaskills.com think. build. ship. tasteful & useful crypto apps. using a curated skills + knowledge base 180 Claude Code, Codex, OpenCode 2 1,644 tok
AwesomeJun/CC-statusline An aesthetic statusline for Claude Code by awesomejun 180 Claude Code 1 1,037 tok
lennney/mcp-slim-guard take-a-deep-breath0.com Context compression for MCP. Same upstream call, exact results recoverable. 180 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,224 tok
Supreme-Ultimate/novel-to-script-team A complete multi-Agent, multi-Skill novel-to-film adaptation pipeline system. 180 Claude Code, Codex, OpenCode 2 4,045 tok
moonlarry/codex-paper-skills Multiple Skills for Codex operating standards and academic paper writing 180 Codex, OpenCode 1 2,621 tok
jaccen/Awesome-Gaussian-Skills jaccen.github.io Continuously updated papers on computer graphics, 3DGS, and spatial intelligence; AI Agent 180 Claude Code 1 4,983 tok
LumiDesk/verifin verifin.talyra42.top A completely free, open-source, minimalist personal finance tool with user-controlled data 180 Claude Code, Codex, OpenCode 4 11,133 tok
sweetrb/apple-notes-mcp MCP server for Apple Notes - read, search, create, edit, organize, and export notes on mac 180 Claude Code 1 12,959 tok
tpavanipradeep/everything-claude-code Copy of affaan-m/everything-claude-code 180 Claude Code, Codex, OpenCode 58 —
Seeed-Studio/kicad-mcp-server 🔌 MCP server for KiCad EDA - Analyze schematics & PCBs, trace pin-level connections, auto 180 Claude Code 1 2,883 tok
T1nker-1220/UltraContextAI portfolio-marquez.vercel.app Hire/Contact me: [email protected] https://forum.cursor.com/t/rules-for-u 180 Cursor 1 2,153 tok
bartolli/claude-code-typescript-hooks 180 Claude Code 1 1,034 tok
tjakoen/grain tjakoen.github.io GRAIN — an AI-interaction design system where every surface is operable by both human and 179 Claude Code, Codex, OpenCode 5 1,486 tok
mattgierhart/PRD-driven-context-engineering gearheartai.org PRD-Led Context Engineering — Memory as Infrastructure. An ontology layer for product team 179 Claude Code 9 670 tok
joelhooks/opencode-vibe opencode.ai 🏄‍♂️ Next.js 16 web UI for OpenCode - real-time chat with streaming, SSE sync, and React 179 Claude Code, Codex, OpenCode 2 5,096 tok
Vvkmnn/claude-historian-mcp npmjs.com 📜 An MCP server for conversation history search and retrieval in Claude Code 179 Claude Code 1 —
meta-quest/webxr-first-steps meta-quest.github.io Your first steps into immersive web development with WebXR. 179 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 8 1,549 tok
wyattjoh/jmap-mcp A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON 179 Claude Code, Codex, OpenCode 2 1,225 tok
hanzili/hanzi-browse browse.hanzilla.co let any ai agent use the local browser 179 Claude Code 1 2,313 tok