How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
figitaki/reviews reviews.figitaki.dev Code review tool for arbitrary diffs 8 Claude Code, Codex, OpenCode 2 1,640 tok
navarroido/Woocommerce-skill 8 Claude Code 1 903 tok
finelagusaz/ja-writing-tools Claude Skills for Japanese writing assistance 8 Claude Code 1 300 tok
JayTheSkier/fedlex-connector MCP server for accessing Swiss federal legislation from fedlex.admin.ch 8 Claude Code 1 362 tok
yeaight7/agent-powerups Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
sgomez/developer-skills Unattended PRD delivery for Claude Code 8 Claude Code, Codex, OpenCode 3 1,839 tok
chenyuxiaojin/xiaochen-skills blog.xiaochens.com 17 Claude Code plugins / 19 skills for video, publishing, Obsidian, GEO and real content w 8 Claude Code, Codex, OpenCode 2 1,589 tok
sparklingneuronics/sparkling-skills sparklingneuronics.ai Give Claude Code a second opinion — run OpenAI Codex & Google Gemini from inside Claude Co 8 Claude Code 1 1,214 tok
rootcastleco/rei-skills rootcastleco.github.io The engineering-grade skill layer for AI agents. 895 validated skills, 21 AI adapters, wor 8 Claude Code, Codex, Gemini CLI, OpenCode 3 1,969 tok
davebream/claude-of-alexandria Claude plugin for rigorous biblical study. TDD-built to prevent AI failures: psychologizin 8 Claude Code 2 6,188 tok
decantr-ai/decantr decantr.ai Decantr AI design intelligence layer for AI-generated web applications 8 Claude Code 1 8,678 tok
yyordanov-tradu/stock-scanner-mcp MCP server providing stock and crypto market data tools for Claude Code 8 Claude Code 3 2,102 tok
samsebeingener/visbug-mcp-ru samsebeingener.ru VisBug → Cursor bridge: visual edits on localhost → clipboard → paste into chat → agent pa 8 Claude Code, Cursor 3 —
thuandiep1707/codex-harness-javascript Multi-agent harness for OpenAI Codex with Jira-backed workflows, pause/resume, progressive 8 Claude Code, Codex, OpenCode 13 12,421 tok
vassiliylakhonin/agenda-intelligence-md output-verification.agendamcp.dpdns.org Local evidence checks for AI agents and RAG. Catch broken citations, quote mismatches and 8 Claude Code, Codex, OpenCode 2 3,775 tok
ljchang/mecha docs.mecha-factory.ai A standalone agent harness in Rust: a provider-agnostic loop, MCP tools, a path jail and p 8 Claude Code, Codex, OpenCode 4 10,341 tok
sam-david/unreal-mcp The most comprehensive MCP server for Unreal Engine — 127 tools across 16 subsystems, 4 tr 8 Claude Code 1 1,131 tok
MidnightDarling/collate Chinese-language literature OCR proofreading and reading pipeline for historical researche 8 Claude Code, Codex, Gemini CLI, OpenCode 2 9,613 tok
uselayout/cli layout.design Layout CLI + MCP server — design system context for AI coding agents 8 Claude Code 3 266 tok
lukasmetzler/agenteval Lint, benchmark, and score your AI coding instructions. Stop guessing, start measuring. 8 Claude Code, GitHub Copilot 3 1,534 tok
counterposition/pi Skills, extensions, and packages for the Pi coding agent 8 Claude Code, Codex, OpenCode 2 269 tok
Xipher-Labs/walter-os Self-hostable AI-agent operations framework by Xipher Labs 8 Claude Code, Codex, OpenCode 2 7,868 tok
cekura-ai/cekura-skills Claude Plug-Ins & Skills for Cekura 8 Claude Code, Gemini CLI 2 16,191 tok
clawnify/greybeard Behavioral guidelines for AI coding agents — drop into CLAUDE.md / AGENTS.md to reduce com 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 15,123 tok
moberghr/mtk-agent-toolkit moberghr.github.io A Claude Code plugin that enforces your team's coding standards, security policies, and re 8 Claude Code, Codex, OpenCode 43 2,344 tok
kint4/autoframe AI-native QA automation framework — Playwright + TypeScript + k6 + Allure with 14 built-in 8 Claude Code 15 4,002 tok
leefowlercu/agent-kit My Codex / Claude Code Plugin Marketplace 8 Claude Code, Codex, OpenCode 2 979 tok
L3DigitalNet/Claude-Code-Plugins Plugins for Claude Code 8 Claude Code, Codex, OpenCode 4 2,068 tok
Data-Wise/himalaya-mcp data-wise.github.io Privacy-first email MCP server + Claude Code plugin wrapping himalaya CLI 8 Claude Code, Codex, OpenCode 2 9,317 tok
anotherpanacea-eng/apodictic APODICTIC: AI Developmental Editing Plugin for Claude 8 Claude Code, Codex, OpenCode 3 3,923 tok
futuregerald/futuregerald-claude-plugin 8 Claude Code 1 6,375 tok
cdeistopened/kdp-kings-wiki Ask KDP Kings — Claude Code plugin for Amazon self-publishing. 12 skills, 15 framework gui 8 Claude Code 1 1,406 tok
chicken-noodle-chris/tome Tome is a Claude Code plugin and a CLI tool with skills and scripts to create an llm-wiki 8 Claude Code 1 409 tok
BENZEMA216/music-analyzer Claude Code plugin — analyze audio files, extract musical features, generate Dreamina prom 8 Claude Code 10 632 tok
TheDecipherist/classmcp classmcp.com MCP server for AI-assisted CSS development. 77% token savings with semantic class patterns 8 Claude Code 1 720 tok
epodivilov/garmin-connect-mcp MCP server for Garmin connect 8 Claude Code 7 1,600 tok
essentialproject/essential-view-builder-mcp This MCP (Model Context Protocol) server provides tools and resources for building high-qu 8 Claude Code, Codex, Gemini CLI, OpenCode 3 373 tok
Aaronjacobs000/sophos-central-mcp 8 Claude Code 1 1,304 tok
s-morgan-jeffries/omnifocus-mcp MCP server for OmniFocus integration - enables Claude and other MCP clients to interact wi 8 Claude Code 10 —
uyu423/requarks-wiki-mcp npmjs.com MCP server for Wiki.js knowledge-base read/write operations 8 Claude Code, Codex, OpenCode 3 2,856 tok
moonx010/hive-memory npmjs.com Cross-project memory for AI coding agents. MCP server that maintains context, decisions, a 8 Claude Code, Codex 5 2,134 tok
thebtf/netcoredbg-mcp 8 Claude Code, Codex, OpenCode 2 3,643 tok
Remskill/Cortex Cortex: Open-Source AI Memory for your Codebase. Works with Claude CLI and others. It inde 8 Claude Code 1 1,401 tok
jazzsequence/5eMCP 8 Claude Code, Codex, OpenCode 2 3,626 tok
koshimazaki/UE-AUDIO-MCP Game audio systems generation via MCP. Wwise + MetaSounds + Blueprint — complete audio wor 8 Claude Code, Codex, OpenCode 8 213 tok
u33pk/mitmproxy-mcp 8 Claude Code, Codex, OpenCode 2 4,470 tok
agatho/trinitycore-mcp Model Context Protocol server for TrinityCore development 8 Claude Code 5 —
GangGreenTemperTatum/fbdl-mcp facebook.com MCP Server for Meta Hackers, use agents to create FBDL scripts. FBDL is a tool designed to 8 Claude Code, Codex, OpenCode 5 3,464 tok
gdigora/yandex-mail-mcp MCP server for Yandex Mail - read, search, and send emails via IMAP/SMTP 8 Claude Code 2 428 tok
gpulga/ableton-dj-mcp MCP server for AI-assisted electronic music production in Ableton Live 8 Claude Code, Codex, OpenCode 2 1,499 tok