How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Eden-Kramer-Lab/ripple_detection Tools for identifying sharp wave ripple events using LFPs 47 Claude Code 2 3,842 tok
ryanmazzolini/minimal-godot-mcp Lightweight MCP server bridging Godot LSP to MCP clients for GDScript validation 47 Claude Code, Codex, OpenCode 2 306 tok
microsoft/DataFactory.MCP nuget.org 47 Claude Code, Codex, GitHub Copilot 15 524 tok
UnicomAI/wanwu-workflow This project is a secondary development based on the coze-studio project and follows its A 47 Claude Code 2 1,417 tok
aws-samples/sample-kiro-cli-prompts-for-product-teams 47 Claude Code, Cursor, Kiro 30 37,351 tok
cp-yu/cc-switch-web All-in-One AI CLI Management Platform for Claude Code, Codex & Gemini - Provider switchi 47 Claude Code, Codex, GitHub Copilot 18 —
ipnet-mesh/meshcore-mqtt ipnt.uk MeshCore MQTT Bridge (Companion App over Serial/BLE/TCP) 47 Claude Code, Codex, OpenCode 2 4,619 tok
gmickel/outlookctl gmickel.github.io Local CLI for automating Classic Outlook on Windows via COM. Includes a Claude Code/Codex 47 Claude Code 1 1,620 tok
memoryforensics1/windbg-mcp C# MCP server for kernel & user-mode Windows debugging — DbgEng COM, KDNET, Frida, dbgsrv, 47 Claude Code 1 1,657 tok
mostlyharmfuleconometrics/lean-hansen-econometrics mostlyharmfuleconometrics.github.io formalizing econometrics 47 Claude Code, Codex, OpenCode 2 4,165 tok
loonghao/auroraview loonghao.github.io A blazingly fast, lightweight WebView framework for DCC (Digital Content Creation) softwar 47 Claude Code, Codex, OpenCode 24 1,325 tok
KonstantinMB/exploreyc exploreyc.com Explore the Y Combinator portfolio: AI idea validator, success predictor, live hiring boar 47 Claude Code 1 1,153 tok
UseJunior/safe-docx safedocx.com Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server 47 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 9 2,712 tok
frankxai/claude-skills-library frankx.ai Agent Skills for Claude Code and skills-aware runtimes: MCP, design, code review, workflow 47 Claude Code, Codex, OpenCode 2 2,119 tok
anzy-renlab-ai/pronounce pronounce.renlab.ai 🔊 Hear how developers actually pronounce kubectl, nginx, GIF & 1,900+ tech terms. Sourced 47 Claude Code 1 857 tok
BetaBots-LLC/callimachus callimachus.app One local, searchable index of your AI coding-agent history Claude Code, Codex, Cursor, Ge 47 Claude Code 1 3,510 tok
InsForge/insforge-skills Agent Skills for InsForge 47 Claude Code, Codex, OpenCode 2 1,125 tok
crewplaneai/crewplane Run reviewable, resumable coding-agent workflows across Claude Code, Codex, Gemini, GitHub 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,323 tok
dejuknow/md-redline Inline review comments for markdown specs. Built-in MCP server hands feedback directly to 47 Claude Code, Codex, OpenCode 2 45,512 tok
slash9494/ai-config-sync-manager Bidirectional sync for Claude Code and Codex — instructions, skills, agents, MCP servers, 47 Claude Code, Codex, OpenCode 2 761 tok
JianhuiWei7/VideoWeaver VideoWeaver: Evaluating and Evolving Skills for Agentic Long Video Generation 47 Claude Code 1 —
anthony-chaudhary/fak anthony-chaudhary.github.io Agentic Runtime 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 80 15,772 tok
jmrplens/gitlab-mcp-server docs.jmrp.io Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ Git 47 Claude Code, Codex, GitHub Copilot, OpenCode 36 53,468 tok
erp-mafia/fortnox-mcp fortnox-mcp.vercel.app 47 Claude Code 1 —
claude-dev-suite/claude-dev-suite Point it at a repo and it configures your AI coding assistant for that stack: agents, fram 47 Claude Code 1 7,859 tok
kts982/mcp-sap-gui pypi.org MCP server that lets AI assistants work in SAP GUI for Windows: read screens and tables, f 47 Claude Code, Codex, OpenCode 4 1,172 tok
EastStarAI/sanad-agent sanad.eaststarai.com Open-source AI agent and cross-platform client for local and remote development workflows. 47 Claude Code, Codex, OpenCode 18 3,560 tok
leanprover/lean-beam Claude/Codex skill and local workflow layer for efficient interaction with Lean 4 and Mont 47 Claude Code, Codex, OpenCode 2 1,912 tok
yerdaulet-damir/awesome-solo-ai yerdaulet-damir.github.io Practical AI guides, coding-agent skills, playbooks and tools for solo builders making pro 47 Claude Code, Codex, OpenCode 2 526 tok
GAJETOso/financeskills AI-powered skills for financial professionals. Comprehensive collection of finance, accoun 47 Claude Code, Codex, OpenCode 2 1,966 tok
gracefullight/krds krds.gracefullight.dev Theme & components for the Korea Design System (krds.go.kr) — MUI v7 + Tailwind v4 / Base 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 5,534 tok
jvgomg/podkit jvgomg.github.io 🔄🎵Modern TypeScript toolkit and CLI for managing iPods 47 Claude Code, Codex, OpenCode 5 7,021 tok
liatrio/liatrio-otel-collector openo11y.dev The Liatrio distribution of the OpenTelemetry Collector 47 Claude Code, Codex, OpenCode 6 3,532 tok
workos/skills 46 Claude Code, Codex, OpenCode 2 3,518 tok
assaio/assaio assaio.dev Offline-first Go CLI for engineering teams to observe AI adoption, compare estimated codin 46 Claude Code, Codex, OpenCode 31 2,525 tok
belumume/claude-skills Personal collection of Claude skills - growing as I discover patterns and solve real-world 46 Claude Code 1 355 tok
lihaoze123/cptracker competitive-programming-tracker.netlify.app 46 Claude Code, Codex, OpenCode 15 153 tok
kylehughes/the-unofficial-swift-programming-language-skill The Swift Programming Language, packaged as a Skill for LLMs. 46 Claude Code, Codex, OpenCode 2 1,021 tok
amaar-mc/wit Agent coordination protocol — declare intents, lock symbols, detect conflicts before code 46 Claude Code 1 770 tok
kOlapsis/herald kolapsis.github.io The self-hosted MCP bridge between Claude Chat and Claude Code. 46 Claude Code 1 6,216 tok
NYCU-Chung/claude-line-channel LINE Messaging API channel plugin for Claude Code 46 Claude Code 1 1,159 tok
Anuj7411/sipcode anuj7411.github.io Keep Claude Code context clean. Open-source toolkit: drift detection, re-read dedup, integ 46 Claude Code 1 362 tok
acostanzo/quickstop A Claude Code plugin marketplace 46 Claude Code 3 368 tok
OasAIStudio/open-agent-sdk openagentsdk.dev Lightweight, general-purpose TypeScript agent runtime. Open-source alternative to Claude A 46 Claude Code, Codex, OpenCode 2 1,372 tok
bug-ops/mcp-execution 🚀 Generate executable TypeScript tools from MCP servers with 98% token savings. Progressi 46 Claude Code, GitHub Copilot 14 19,355 tok
Agent-Hellboy/mcp-server-fuzzer A generic mcp server fuzzer 46 Claude Code, Codex, OpenCode 2 1,406 tok
hex0xdeadbeef/claude-kit 46 Claude Code 38 6,576 tok
LingyiChen-AI/OmniKube Multi-cluster Kubernetes management platform supporting RBAC access control, resource mana 46 Claude Code 1 734 tok
timothywarner/copilot-dev techtrainertim.com GitHub Copilot for Developers (Live Training Course) 46 Claude Code, Codex, GitHub Copilot, OpenCode 27 8,690 tok
hamr0/barebrowse Gives agents a real browser. URL in, pruned snapshot out. Replaces Playwright, Selenium, P 46 Claude Code 1 534 tok