How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
amikai/openings-mcp 💼 One MCP server to search job boards and company career sites 93 Claude Code, Codex, OpenCode 6 102 tok
claude89757/wechat-on-airflow A WeChat intelligent application orchestration framework based on Apache Airflow, using vi 93 Codex, OpenCode 2 2,269 tok
rcb0727/powerplatform-mcp-docs Power Platform MCP server — 291 tools for AI-assisted flow and app authoring, debugging, d 93 Claude Code 1 2,241 tok
sbroenne/mcp-windows windowsmcpserver.dev Let AI agents control Windows applications. Click buttons, type text, toggle settings — al 93 Claude Code, Codex, GitHub Copilot 2 1,168 tok
QVMConsole/QVMConsole A virtual machine console for Ubuntu/Debian distributions, designed for both private and p 93 Codex, OpenCode 1 2,333 tok
amekala/ads-mcp adspirer.com MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok 93 Claude Code, Gemini CLI 2 2,057 tok
illusionaireal/oh-my-patent 93 Claude Code, Codex, OpenCode 2 2,774 tok
avelikiy/great_cto greatcto.systems You already have the agent. This is everything around it. great_cto runs Claude Code as a 93 Claude Code, Codex, OpenCode 2 2,529 tok
nikolausm/imap-mcp-server A powerful Model Context Protocol (MCP) server for IMAP email integration with Claude 93 Claude Code, Codex, OpenCode 2 1,734 tok
LuD1161/agentjail agentjail.io Policy guardrails for coding agents (Claude Code, Codex, Cursor) — every tool call is chec 93 Codex, OpenCode 1 4,812 tok
yuji-hatakeyama/opencode-gpt-imagegen npmjs.com OpenCode plugin: image generation via your ChatGPT subscription or OpenAI API 93 Claude Code, Codex, OpenCode 2 1,112 tok
goehou/Visual-Enhancement-mcp MCP stdio server for image recognition via an existing vision model, enhancing Claude Code 93 GitHub Copilot 1 1,166 tok
dave-hillier/refactor-mcp 93 Claude Code, Codex, OpenCode 2 1,812 tok
Xquik-dev/tweetclaw xquik.com OpenClaw plugin for Twitter search, follower exports, monitoring & approved X actions. Not 93 Codex, OpenCode 1 54 tok
timharris707/modeldeck modeldeck.ai macOS menu bar app that tracks usage limits across all your Claude Code and Codex CLI acco 93 Claude Code 1 324 tok
disler/agent-sandboxes 93 Claude Code 9
protoman/rockbot rockbot.upperland.net An open-source, SDL based, game engine to replicate old style NES games, mostly Megaman on 93 GitHub Copilot, Gemini CLI 2 750 tok
leboncoin/spark-web main--69d967830091f4360fd30d22.chromatic.com ✨ Simple, Modular & Accessible UI Components for your React Applications 93 Claude Code, Codex, Cursor, OpenCode 17 769 tok
N0zoM1z0/th08 Source reconstruction of 東方永夜抄 ~ Imperishable Night 1.00d 92 Codex, OpenCode 6 1,225 tok
contentful/contentful.net .NET Library for Contentful's Content Delivery and Management API 92 Codex, OpenCode 1 830 tok
TensorHub-ORG/Storydex storydex.septemc.com Storydex is a professional-grade AI text storytelling tool. / Storydex is a professional-g 92 Codex, OpenCode 1 578 tok
AIPMAndy/dna-memory 🧬 Let AI Agents learn and grow like the human brain | Memory that learns, forgets, and ev 92 Claude Code, Codex 1
mcs-cli/mcs mcs-cli.dev Managed Claude Stack - Reproducible AI infrastructure for Claude Code 92 Claude Code 1 5,110 tok
jmanhype/vggt-mps VGGT 3D Vision Agent optimized for Apple Silicon with Metal Performance Shaders 92 Claude Code 1 525 tok
dashpay/platform docs.dash.org Structured data storage blockchain with secondary indices and identities. 92 Claude Code, Codex, OpenCode 8 2,464 tok
vouchdev/vouch vouchai.dev A git-native, review-gated knowledge base for AI agents: they propose writes, you approve 92 Claude Code, Codex, OpenCode 3 5,107 tok
ChatTeach/Awesome-AI-Agents manuagi.beehiiv.com Curated collection of the latest open-source AI agent projects—Weekly updated! 92 Codex, OpenCode 1 4,050 tok
limboo-ai/limboo An Orchestrate multiple coding agent desktop app 92 Claude Code 1 25,202 tok
petrowsky/agentic-fm agentic-fm.com An open source project designed to assist AI in guided deterministic FileMaker code output 92 Codex, Cursor, OpenCode 26 8 tok
yavorsky/unbuilt.app unbuilt.app Free and Open Source technology detection tool 92 Claude Code, Codex, OpenCode 3 1,097 tok
wangxin6x/AutoVideo-Agent Agent-friendly Markdown-to-video automation pipeline with reproducible rendering and plugg 92 Codex, OpenCode 1 205 tok
YuppyChen/ai-novelist 92 Claude Code 9 1,442 tok
joemccann/x-bookmarks-pipeline A multi-LLM Python pipeline that fetches your X (Twitter) bookmarks, classifies them by ca 92 Claude Code 1 1,792 tok
wgt19861219/godot-mcp-enhanced godotengine.org Enhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headl 92 Claude Code, Codex, OpenCode 15 10,992 tok
komunite/tezgah komunite.com.tr Claude Code ile production-ready SaaS kurun — Solopreneur'ler için skill seti 92 Claude Code 1 535 tok
marckrenn/rtfmbro-mcp rtfmbro provides always-up-to-date, version-specific package documentation as context for 92 Claude Code, GitHub Copilot 2 792 tok
d3mocide/Sovereign_Watch Distributed Multi-INT Fusion Center designed for decentralized situational awareness. 92 Claude Code, Codex, Cursor, OpenCode 28 4,475 tok
clement-tourriere/dbcrust clement-tourriere.github.io Fast psql-style database CLI/workbench for PostgreSQL, MySQL, SQLite, ClickHouse, MongoDB, 92 Claude Code, Codex, OpenCode 3 3,670 tok
lazercaveman/nuxt-starter alisoueidan.com Fully configured Nuxt 4 Starter-Kit (batteries included),AI ready, featuring TypeScript, V 92 Claude Code 1 1,484 tok
omergocmen/vibe-coder-kit 92 Codex, OpenCode 1 728 tok
OpenSecretCloud/Maple Maple - Private AI Chat 92 Claude Code, Codex, OpenCode 8 3,485 tok
accessd/tmux-agent-indicator Tmux plugin that gives visual feedback for AI agent states (running/needs-input/done). Sup 92 Claude Code, Codex, OpenCode 2 554 tok
yahorbarkouski/screencap screencaping.com To remember what happened yesterday, share progress and break addictions. With E2EE social 92 Codex, OpenCode 1 2,067 tok
app-dev-panel/app-dev-panel app-dev-panel.github.io The best framework and language (soon) agnostic Application Development Panel 92 Claude Code 18 6,596 tok
sopaco/cowork-forge AI-powered software development system that automates the entire lifecycle from requiremen 92 Claude Code, Codex, OpenCode 5 2,947 tok
davidmatousek/tachi Threat modeling and AI-reasoning vulnerability detection harness for Claude Code — STRIDE 92 Claude Code 78 1,350 tok
DingyangLyu/MatClaw MatClaw: an open materials-science agent that turns natural-language tasks into reproducib 92 Claude Code 21 875 tok
obviousworks/vibe-coding-ai-rules The Ultimate Agentic Vibe Coding Guide for AI IDEs like Windsurf, Claude Code, Cursor, Cod 92 Codex, GitHub Copilot, OpenCode 7 3,890 tok
antiv/mate antonijevic.rs Production-ready multi-agent orchestration engine built on Google ADK. Database-driven age 92 Claude Code, Codex, OpenCode 3 5,940 tok
tensorcircuit/tensorcircuit-ng tensorcircuit-ng.readthedocs.io Next-gen AI-native tensor-network-based quantum software framework 92 Claude Code, Codex, OpenCode 12 1,294 tok