How real projects configure their agents

31,977 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
MarcoYou/open-proxy-mcp An MCP server for analyzing disclosures from Korean listed companies, created by a securit 31 Claude Code, Codex, OpenCode 6 1,409 tok
xiongQvQ/-b2b-lead-hunter-skill b2binsights.io AI Agent Skill for B2B lead research, decision-maker discovery, customs checks, outreach d 31 Claude Code 1 700 tok
aladicf/better-web-ui better-web-ui is a web frontend design skill library for AI coding agents. 31 Claude Code, Codex, OpenCode 34 2,096 tok
Yupcha/memXT yupcha.github.io MemXT is a Local long-term memory for Claude Code & coding agents. 100% local 31 Claude Code, Codex, OpenCode 1 379 tok
zmylol/MiniClaude MiniClaude is a lightweight Claude Code-style terminal AI programming assistant supporting 31 Claude Code 1 1,336 tok
DemoMacro/office-open office-open.com Create Word, Excel, and PowerPoint files (.docx, .xlsx, .pptx) from plain JSON or fully ty 31 Claude Code 1 3,350 tok
metaspartan/cybara cybara.ai Cybara - Your agents. Your tools. Your runtime. Harness the power of AI 31 Claude Code, Codex, OpenCode 2 2,489 tok
jordanhubbard/agentos The world's first operating system for agents, not humans. Built on seL4 microkernel with 31 Claude Code, Codex, OpenCode 2 2,670 tok
portolan-sdi/portolan-cli portolan-sdi.github.io A CLI tool for managing cloud-native geospatial data 31 Claude Code, Codex, OpenCode 6 4,200 tok
Tyleraltight/SafeExamBrowser_bypass A toolkit for running Safe Exam Browser inside a VMware virtual machine. (via IL patching) 31 Claude Code 1 1,289 tok
wdhwg001/csift crates.io The missing tool to sift your Claude Code sessions: regex search across all record types, 31 Claude Code 1 3 tok
mindset-ai/memex-ai Memex AI full source code 31 Claude Code 1 3,748 tok
jantimon/web-performance-debugger npmjs.com Drive Chrome or Firefox (Puppeteer), or profile Node in-process, to attribute layout, styl 31 Claude Code, Codex, OpenCode 2 12,343 tok
kequach/uniqlo-sales-alerter A Python web server that monitors Uniqlo sales and notifies you when items match your crit 31 Claude Code, Codex, GitHub Copilot, OpenCode 5 3,368 tok
finalchild/law-mcp MCP server for Korean law data access via open.law.go.kr API (experimental. Works in Claud 30 Claude Code 1 499 tok
Oolab-labs/patchwork-os patchworkos.com The decision layer for personal AI. Local-first runtime where agents automate across GitHu 30 Claude Code, Cursor 16 35,775 tok
bjcoombs/ai-native-toolkit Claude Code plugin & Agent Skills for AI-native development: codebase readiness scoring (/ 30 Claude Code 1 6,030 tok
rusinikita/acid SQL transactions learning tool (AI ready) 30 Claude Code 1 1,101 tok
fkesheh/skill-mcp LLM-managed skills platform using MCP - create, edit, and execute skills programmatically 30 Claude Code 1 1,893 tok
PiscesGameDev/UniAI Unity AI interaction framework 30 Claude Code 1 4,404 tok
gwbischof/outsource-mcp gwbischof.notion.site Give your AI assistant its own AI assistants. 30 Claude Code 1 170 tok
Eth3rnit3/FerrumMCP A Model Context Protocol (MCP) server that provides web automation capabilities through Fe 30 Claude Code 3 3,167 tok
gustavo-meilus/logseq-api-mcp A MCP server that uses Logseq API to extract and interact with Logseq notes. 30 Claude Code 1 2,187 tok
NotMyself/claude-win11-speckit-update-skill A Claude Code Skill that manages GitHub SpecKit updates. 30 Claude Code 10 8,722 tok
doobidoo/MCP-Context-Provider A static MCP server that provides AI models with persistent tool context, preventing conte 30 Claude Code 3 2,480 tok
timescale/tiger-memory-mcp-server A simple memory implementation 30 Claude Code 1 226 tok
rsdouglas/janee janee.io Secrets management for AI agents via MCP • @janeesecure 30 Claude Code, Codex, OpenCode 2 506 tok
shalomeir/common-memory-bank A collection of integrated memory bank rules for AI development tools. 30 Claude Code 1 773 tok
M4F-S/gomaa Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian v 30 Claude Code, Codex, Cursor, OpenCode 3 2,394 tok
irfansofyana/linkwarden-mcp-server An MCP Server for Linkwarden 30 Claude Code 1 1,528 tok
stagsz/Unconventional-thinking An MCP server for unconventional and boundary-breaking problem-solving through an advanced 30 Claude Code 1 3,811 tok
samuraikun/aws-s3-mcp MCP server to integrate AWS S3 and LLM 30 Claude Code 1 1,096 tok
Shin-sibainu/google-search-console-mcp-server Model Context Protocol server for Google Search Console API - integrate with Claude Code a 30 Claude Code 1 1,217 tok
johnqtcg/awesome-skills johnqtcg.github.io A curated system of production-ready Claude Code skills with quantitative evaluation repo 30 Claude Code 1 1,028 tok
kpavlov/tachyon deepwiki.com 💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Stre 30 Claude Code, Codex, Gemini CLI, OpenCode 5 980 tok
jcottam/agent-resources Battle-tested agent skills and Cursor rules from real projects. Works with Cursor, Claude 30 Claude Code, Codex, OpenCode 2 155 tok
johnvouros/skillmaxxing A phase-aware operating system for coding agents that helps them explore, ship, harden, an 30 Claude Code, Codex, Gemini CLI, OpenCode 3 294 tok
Zenobia000/cursor-agentic-coding-template 30 Claude Code, Cursor 17 954 tok
anzax/dockashell DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MC 30 Claude Code, Codex, OpenCode 2 867 tok
jordanurbs/venice-video-harness Agent-first Venice-optimized harness for consistent video creation 30 Claude Code, Codex, OpenCode 31 32,212 tok
5kahoisaac/opencode-configs Personal configs of OpenCode, including agents, skills, commands and plugins 30 Claude Code, Codex, OpenCode 2 291 tok
eclipse-langium/langium-ai AI toolbox for grounding LLMs on Langium DSLs with evaluation, constraints, and agent skil 30 Claude Code 1 780 tok
Codagent-AI/agent-skills Codagent Agent Skills is a plugin that provides a set of focused skills for each stage of 30 Claude Code, Codex, OpenCode 2 130 tok
rlajous/claude-code-commands agents.navarrolajous.com Production-ready Git workflow skills, agents, hooks, reviews, releases, and notifications 30 Claude Code, Codex, OpenCode 2 2,881 tok
gygantskiyMatilyock/ios-developer-agents AI Agents and Skills for iOS Developers 30 Claude Code 1 336 tok
JediLuke/firefox-mcp-server A fully vibe-coded, experimental, MCP server to control firefox 30 Claude Code 1 1,553 tok
coe0718/deskbrid Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. GNOME, KDE, 30 Claude Code, Codex, OpenCode 2 1,669 tok
WaterplanAI/agentic-config Project-agnostic, composable AI workflow automation via pi packages and Claude Code plugin 30 Claude Code, Codex, Gemini CLI, OpenCode 5 917 tok
timfewi/tentaflake tentaflake.dev Declaratively deploy & manage multiple isolated AI agents on a single NixOS machine — each 30 Claude Code, Codex, OpenCode 9 672 tok
mgratzer/bloomery An agent skill that teaches engineers how to build a coding agent from scratch using raw H 30 Claude Code, Codex, OpenCode 2 925 tok