How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
stevekinney/temporal-mcp 6 Claude Code, Codex, OpenCode 2 2,718 tok
ag-grid/skills AI skills for developing applications using AG Grid, Charts and Studio 6 Claude Code 1 281 tok
EZotoff/ez-omo-config Production-ready OpenCode + Oh-My-OpenCode configuration pack. 7 AI providers, 12 speciali 6 Codex, OpenCode 1 7,983 tok
jtsternberg/claude-plugins jtsternberg.github.io Skills, hooks, and automation plugins for Claude Code and Codex 6 Claude Code, Codex, OpenCode 2 5,688 tok
bahaabdelwahed/embedded-claude-plugin Empower embedded engineers to seamlessly integrate AI and LLMs into their firmware develop 6 Claude Code 1 521 tok
cloud-Xolt/local-repo-mcp Secure local Git repository access for ChatGPT and MCP clients. Read, search, diff, patch, 6 Codex, OpenCode 1 734 tok
tatat/agents-playground tatat.github.io 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 349 tok
drshailesh88/integrated_content_OS 6 Claude Code, Codex, Gemini CLI, OpenCode 3 15,524 tok
robonuggets/telegram-hook-fix Two Claude Code hooks that fix the most common Telegram plugin failures: stale bot process 6 Claude Code 1 —
clenci/arch-advisor Interactive architecture advisor for multi-agent LLM systems — Claude Code plugin that gui 6 Claude Code 1 2,072 tok
windaddict/switchboard-streamdeck movingavg.com A macOS Stream Deck plugin for fast context-switching — live Claude Code keys, Safari tabs 6 Claude Code, Codex, OpenCode 2 10,457 tok
hy20191108/semantic-scholar-mcp 6 Claude Code, Codex, OpenCode 2 630 tok
Johnaverse/chains-api A Node.js API query service built with Fastify that indexes and provides access to blockch 6 Claude Code, GitHub Copilot 2 7,213 tok
ion-aluminium/nanobanana-mcp-cliproxyapi 6 Claude Code 1 3,030 tok
hbd/mcp-chat 6 Claude Code 1 595 tok
suanova/cubepilot Kubernetes-native AI assistant platform with per-user OpenClaw agents, persistent sessions 6 Claude Code, Codex, OpenCode 2 1,001 tok
donghae0414/codex-gemini-mcp codex-gemini-mcp 6 Codex, OpenCode 1 1,226 tok
quavedev/montiapm-mcp 6 Claude Code, Codex, OpenCode 2 1,857 tok
StormXX/rive-docs-mcp 6 Claude Code 1 1,847 tok
HoziMurayama/Multi-LLM-Debugging-Bridge An MCP server that connects multiple OpenAI-compatible LLMs with shared tool access. Inspi 6 Claude Code 9 1,507 tok
teaguesterling/fledgling MCP tools that help AI agents get their bearings in a codebase — unified SQL views over co 6 Claude Code 1 3,604 tok
binpash/trai A Claude Code plugin for sandboxing tool calls 6 Claude Code 1 2,387 tok
infraspecdev/tesseract Plugins to supercharge your Claude workflows. Wield the power. 6 Claude Code 4 1,208 tok
skeggsguy/adventure-party Claude coding plugin for those with an adventurous streak. Join the party. 6 Claude Code 2 1,355 tok
Buildwise-Studios/claude-for-hk-law 🇭🇰 28 Claude plugins for Hong Kong legal practice: Basic Law, Companies (Cap 622), Emplo 6 Claude Code 1 2,692 tok
whichguy/gas_mcp MCP Server for Google Apps Script which allows the ability to auth, read, write, and run p 6 Claude Code 1 3,387 tok
tan-yong-sheng/miniflux-mcp 6 Claude Code 1 861 tok
cyanheads/protein-mcp-server npmjs.com Federated protein structure & annotation across experimental (PDB) and predicted (AlphaFol 6 Claude Code, Codex, OpenCode 2 19,026 tok
tchivs/aktools-pro 🚀 AkTools Pro: An enhanced financial MCP server. Supports A-shares, U.S. and Hong Kong st 6 Codex, Cursor, OpenCode 2 1,933 tok
gingerol/UnrealEngine-ai-mcp UnrealEngine-ai-mcp 6 GitHub Copilot 1 287 tok
grovesjosephn/pokemcp Pokemon MCP (Model Context Protocol) system - A monorepo with MCP server and data ingestio 6 Claude Code 1 1,164 tok
dudu1111685/hermes_mcps Personal WhatsApp (WAHA) + Telegram (MTProto) MCP servers for AI agents — built for hermes 6 Cursor 1 297 tok
sandraschi/notepadpp-mcp MCP Server for Notepad++ automation with comprehensive file operations, plugin management, 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,026 tok
AppSecHQ/skill-scanner-test skillscan.io Skill Scanner - An automated security scanning pipeline for AI agent SKILL.md and Agent pl 6 Claude Code 1 902 tok
fr0ster/mcp-abap-adt-clients ADT clients for SAP ABAP systems - Read-only, CRUD, and Management operations 6 Claude Code 1 7,144 tok
harrybin/visuals-mcp harrybin.de An MCP (Model Context Protocol) server that provides interactive visualizations for AI age 6 GitHub Copilot 1 3,498 tok
TN0123/one-shot-ui npmjs.com Deterministic screenshot diffing for AI coding agents. Extract design tokens, diff impleme 6 Codex, OpenCode 1 2,425 tok
sandbanks/agentic_ssh sandbanks.tech Stop your AI agent from nosing around your SSH connections without permission 6 Codex, OpenCode 1 1,738 tok
assaf/expense expense.labnotes.org Forward a receipt to your inbox and it's filed automatically. 6 Claude Code, Codex, OpenCode 11 8,298 tok
claytono/go-unifi-mcp A Model Context Protocol (MCP) server for UniFi Network Controller, written in Go. 6 Claude Code, Codex, OpenCode 2 1,073 tok
husk-security/husk 6 Claude Code, Codex, OpenCode 3 5,589 tok
sebastienrousseau/rlg doc.rustlogs.com Near-lock-free structured logging for Rust: a 65,536-slot ring buffer, formatting deferred 6 Claude Code, Codex, OpenCode 2 1,550 tok
gabrielmahia/mpesa-mcp pypi.org MCP server for M-PESA Daraja API — STK push, B2C, balance, status. 7 tools. 6 Codex, GitHub Copilot, OpenCode 2 1,334 tok
memoweft/memoweft npmjs.com Long-term memory for AI apps that keeps evidence, inference, and conflicts distinct. 6 Codex, OpenCode 1 360 tok
paulieb89/bailii-mcp BAILII case law MCP server — search UK court judgments, retrieve full text with section ex 6 Claude Code, Codex, OpenCode 2 849 tok
austinsonger/GRC-Mapping-Analyst GRC Mapping Analyst is a NIST IR 8477-based toolkit for AI-assisted cybersecurity crosswal 6 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 4,100 tok
sapuyou45-bit/oraclebone sapuyou45-bit.github.io The bone cracks. The model reads. Audited divination for AI agents — tarot, I Ching, Xiao 6 GitHub Copilot 1 503 tok
alexeyshishin/as-skill Multi-domain collection of rules, skills, and agents for Claude Code: dev-loop harness, Gi 6 Claude Code 1 4,786 tok
BackToCimaCoppi/Praxis A Claude Code skill methodology library for setting rules for AI-driven development: seven 6 Codex, OpenCode 1 1,758 tok
Neetx/eso-skills Aurbis — a free, open-source AI skill pack that turns Claude (or other providers/agents) i 6 Codex, OpenCode 1 4,879 tok