How real projects configure their agents

32,523 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
citypaul/mac-dev-machine-setup Scripts to automate the installation and setup of a new Mac, so I don't have to waste time 25 Claude Code 1 2,211 tok
VilnaCRM-Org/php-service-template Microservice template for modern PHP applications 25 Claude Code, Codex, OpenCode 2 839 tok
pomazanbohdan/memory-mcp-1file 25 Claude Code, Codex, OpenCode 24 7,991 tok
infinri/Phaselock A structured enforcement system for AI-generated code. Turns predictable AI failure modes 25 Claude Code 1 —
microsoft/openclaw-dev An OpenClaw agent hosted in the cloud for development, testing and single tenant use cases 25 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,635 tok
CiferaTeam/GitIM gitim.io GitIM is a minimalist collaboration tool where the AI agents you already run locally are f 25 Claude Code, Codex, OpenCode 2 11,508 tok
KathanModh259/latent-gate kathanmodh259.github.io MCP server that shrinks logs, JSON, docs and web pages before your AI reads them. Offline, 25 Claude Code, Codex 1 —
rmrsk/EBGeometry rmrsk.github.io An efficient header-only C++ package for bounding volume hierarchies, implicit functions, 25 Claude Code 1 15,233 tok
ChicaChan/xhs-agent Xiaohongshu AI Agent — an intelligent Xiaohongshu operation assistant based on Claude Code 25 Claude Code 2 1,514 tok
anildukkipatty/grass-expo A mobile client for AI-powered code generation. Connect to Grass servers, chat with your A 25 Claude Code 1 72 tok
gerkensm/callcenter.js-mcp Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI 25 Claude Code 1 3,620 tok
avirajkhare00/yoyo avirajkhare00.github.io yoyo is a local MCP server for repository reading and change work. It exists to make codin 25 Claude Code, Codex, OpenCode 2 2,443 tok
bitovi/cascade-mcp cascade.bitovi.com MCP tools that help software teams. Integrates Figma and Jira. 25 Claude Code, Codex, GitHub Copilot 12 3,769 tok
dsebastien/obsidian-transcriber dsebastien.github.io Transcriber converts images in your Obsidian vault to Markdown using Ollama vision models 25 Claude Code, Codex, OpenCode 3 9,042 tok
wangqiqi/trae-ai One command, 20 AI experts working for you! Copy and use · zero configuration · 20 AI expe 25 Claude Code, Codex 5 —
phuc-nt/openclaw-skills 25 Claude Code 1 327 tok
lukaszzborek/Langfuse-dotnet Unofficial .NET SDK for Langfuse 25 Claude Code 1 1,015 tok
wzk1015/WorldCupArena matchmate.chat ⚽️🤖 Benchmarking LLMs and deep-research agents on real-world football prediction — from t 25 Claude Code 1 604 tok
gigio1023/minecraft-llm-agent-community gigio1023.github.io A Soul-grounded Minecraft social simulation runtime where Mineflayer actors pursue LifeGoa 25 Claude Code, Codex, OpenCode 7 5,067 tok
TommyBez/evex evex.sh 25 Claude Code, Codex, OpenCode 30 2,301 tok
Orinks/AccessiWeather orinks.net A free desktop weather app. For the casual check-in or the deep dive. 25 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 70 6,313 tok
Tencent/awesome-devbuddy 25 Claude Code, Codex 11 —
decode-orc/decode-orc decode-orc.github.io The -decode orchestration and processing engine 25 Claude Code, Codex, GitHub Copilot, OpenCode 5 7,687 tok
sydasif/web-search-mcp A comprehensive, production-ready research server (MCP). Provide your LLM clients with rea 25 Claude Code 1 1,443 tok
kaptinlin/gozod Go port of TypeScript Zod validation library with full API compatibility and type safety 25 Claude Code, Codex, OpenCode 3 3,780 tok
wujun728/jun_api_service jun_api_service is a dynamic API framework based on another custom starter. It uses Spring 25 Claude Code 1 5,358 tok
yilane/rag-project-icd10 An ICD-10 medical diagnosis content standardization tool based on retrieval-augmented gene 25 Claude Code 1 3,805 tok
he4rt/marketing-extension heartdevs.com Chrome extension that passively captures X/Twitter GraphQL responses to track community en 25 Claude Code, Codex, OpenCode 2 4,535 tok
fosres/SecEng-Exercises dev.to A repository of Security Engineering exercises: these exercises are designed to prepare yo 25 Claude Code 1 1,015 tok
pencilpark/BlenderToRive3D pencil-park.com Files to facilitate import of vertices and faces into Rive 25 Claude Code 1 12,577 tok
honeybadger-io/honeybadger-mcp-server Official Honeybadger MCP (Model Context Protocol) server. 25 Claude Code 1 463 tok
altmemy/claude-code-templates Project templates for Claude Code — Next.js, Spring Boot, and Flutter, each with preconfig 25 Claude Code 1 —
kiyeonjeon21/reframe docs.reframe-video.com Declarative motion graphics AI can write, humans can tweak — edits survive AI regeneration 25 Claude Code, Codex, OpenCode 6 10,087 tok
KyleNesium/AIBattery aibattery.dev A battery style usage meter for Claude Code and OpenAI Codex. Rate limits, context health, 25 Claude Code, Codex, OpenCode 2 3,058 tok
probelabs/visor probelabs.com Visor — AI workflow engine for code review, assistants, and automation. Orchestrates check 25 Claude Code 2 1,903 tok
Brad-Edwards/aptl brad-edwards.github.io SOC-in-a-Box for AI purple teaming 25 Claude Code, Codex, GitHub Copilot, OpenCode 9 1,547 tok
opendsr-std/seedfaker Deterministic synthetic data generator for realistic, correlated, and noisy test records 25 Claude Code, Codex, OpenCode 2 441 tok
modelstudioai/OpenAgentPack Manage, review, and migrate cloud AI agents with Git and YAML. The open-source IaC contro 25 Claude Code, Codex 25 —
hzy970907/fish-claude-code An enterprise-grade AI R&D SOP for Claude Code, built for Java developers. An out-of-the-b 25 Claude Code 2 925 tok
Cloudzero/cloudzero-claude-marketplace Easy way to get started using Claude Code and the CloudZero MCP server to analyze your clo 25 Claude Code 3 655 tok
kinncj/MAPLE A comprehensive template for building applications with AI-powered development agents Thi 25 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,879 tok
ascorbic/bgproc Simple process manager for agents 25 Claude Code 1 504 tok
solanabr/solana-vault-standard Solana tokenized vault standard built on Anchor. Programs, SDK, CLI + native extensions to 25 Claude Code 47 1,458 tok
denysosadchyi/ux-auditor Repeatable UX-audit toolkit: bilingual playbook, Claude Code skills, Playwright-driven cap 25 Claude Code 1 852 tok
yutori-ai/yutori-mcp yutori.com Yutori MCP 25 Claude Code, Codex 7 —
aeromechanic000/minecraft-ai-python An Open Framework for Building Embodied AI in Minecraft 25 Claude Code 1 7,927 tok
worldcoin/agentkit docs.world.org Bridging humans and agents online. 25 Claude Code 1 702 tok
ArcadeAI/docs docs.arcade.dev Documentation for Arcade AI 25 Claude Code, Codex, Cursor, OpenCode 4 2,641 tok
xiaolai/bureau Turn AI sessions into a maintained, human-reviewed knowledge base: capture → compile → rev 25 Claude Code, Codex, OpenCode 2 644 tok
r3bb1t/llvmkit Pure rust implementation of LLVM (IR related parts) 25 Claude Code, Codex, OpenCode 5 37,769 tok