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
camthink-ai/NeoMind NeoMind is a Rust-based edge AI platform that enables autonomous device management and aut 40 Claude Code 1 4,457 tok
jtylek/EpesiCRM epesi.org An open-source PHP framework and CRM that generates its own UI 40 Claude Code 4 4,206 tok
yamkz/claude-discord-bridge A portable bridge tool that seamlessly connects Claude Code and Discord, supporting multip 40 Claude Code 1 477 tok
Doulor/Clawd-Companion Claude Code desktop pet companion — a transparent desktop pet window that displays Claude 40 Claude Code, Codex, OpenCode 2 2,666 tok
Senuto/nodeshub-seo-skills 40 Claude Code, Codex, OpenCode 21 3,027 tok
mrgoonie/a2a-langgraph-boilerplate a boilerplate for developers who want to start building an AI agent cluster with A2A and M 40 Claude Code, Gemini CLI 2 1,726 tok
moneo/laravel-rag moneo.com.tr A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, a 40 Claude Code 1 881 tok
boxabirds/awesome-hooks A repo of the best Claude Hooks to plug into your projects. 40 Claude Code 2
hodgesmr/agent-fecfile A Claude Code plugin + Agent Skill + MCP Server for analyzing Federal Election Commission 40 Claude Code, Codex, OpenCode 2 1,308 tok
koki-develop/mmcp npmjs.com 🛠️ Manage your MCP (Model Context Protocol) server definitions in one place and apply the 40 Claude Code, Codex, OpenCode 2 995 tok
Kewton/CommandMate kewton.github.io Issue-driven AI development IDE for Claude Code and Codex CLI. Run multiple issues in para 40 Claude Code, Codex, OpenCode 46 6,177 tok
kargnas/vscode-ext-tmux-worktree Let's work on 5 projects in parallels 40 Claude Code, Codex, OpenCode 2 4,025 tok
honeydew-ai/honeydew-ai-coding-agents-plugins honeydew.ai Honeydew AI plugins for coding agents (Claude Code, Codex, Cursor, Github Copilot, Gemini, 40 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,103 tok
anneschuth/claude-threads claude-threads.run Think of it as screen-sharing for AI pair programming, but everyone can type. 40 Claude Code 1 15,072 tok
ebullient/obsidian-vault-mcp MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault 40 Claude Code 1 163 tok
yusong652/flac-mcp pypi.org MCP server connecting AI agents to ITASCA FLAC — run continuum simulations through natural 40 Claude Code, Codex, Gemini CLI, OpenCode 3 3,549 tok
kkeeling/zoho-mcp 40 Claude Code 1 315 tok
erichare/skillroute Local-first skill routing for agent builders — index SKILL.md bundles, get ranked skill pl 40 Claude Code 1
SimonTheSalesBooster/ClaudeSkills-SprintClub strategysprints.com Claude Skills For Sales Optimization 40 Claude Code 1 2,196 tok
RajjjAryan/career-copilot AI-powered job search pipeline for AI coding agents 40 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 465 tok
theam/limina Autonomous research harness for AI agents. Give it a measurable goal — it hypothesizes, ex 40 Claude Code, Codex, OpenCode 7 2,170 tok
jayminwest/canopy Git-native prompt management for AI agent workflows 40 Claude Code, Codex, OpenCode 7 5,734 tok
Patrick-Healy/tikz-diagrams-skill 40 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 589 tok
alva-ai/skills Build and deploy agentic finance applications on the Alva platform. Access 250+ financial 40 Claude Code 1
demml/opsml docs.demml.io AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registrie 40 Claude Code, Codex, OpenCode 5 6,068 tok
laststance/skills-desktop skills-desktop.vercel.app Visualize installed Skills and symlink status across AI agents 40 Claude Code, Codex, OpenCode 3 2,187 tok
basher83/Zammad-MCP A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to in 40 Claude Code, Codex, OpenCode 11 5,269 tok
adityaarsharma/librecrawl-technical-seo-audit-mcp The AI-native technical SEO crawler. Open-source MCP server for Claude / Cursor / Codex — 40 Claude Code 1
SShadowS/business-central-mcp MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered WebUI protoc 40 Claude Code 2 7,662 tok
caravanglory/cocos-mcp-server AI MCP server plugin for Cocos Creator 3.8.x, enabling AI assistants to directly control t 40 Claude Code 1 971 tok
barryw/PaperlessMCP A Model Context Protocol (MCP) server for Paperless-ngx document management 40 Claude Code 1 1,119 tok
NikiforovAll/pi-inspect nikiforovall.blog Introspection dashboard for the pi coding agent — tools, prompts, skills, and the system p 40 Claude Code, Codex, OpenCode 2 196 tok
jovaneyck/fsi-mcp-server A wrapper around F# interactive (fsi) that exposes an MCP server endpoint for AI agents al 40 Claude Code 3 813 tok
getsentry/plausible-mcp MCP server for Plausible Analytics — query traffic, conversions, and compare periods from 40 Claude Code, Codex, OpenCode 2 268 tok
crewAIInc/skills 40 Claude Code, Codex 1
frendysanusi/claude-pentest-skills AI-powered web application penetration testing skills with Claude Code 40 Claude Code 1 2,118 tok
norahe0304-art/30x-mckinsey-research-deck norahe0304-art.github.io McKinsey-grade market research decks for Claude Code — adversarially verified numbers, 15 40 Claude Code 1 275 tok
entireio/external-agents ⚙️ This repository contains standalone external agent binaries that extend the Entire CLI 40 Claude Code, Codex, OpenCode 10 478 tok
LuxAlgo/luxalgo-mcp-server mcp.luxalgo.com The LuxAlgo ecosystem as MCP tools: free and keyless. 40 Claude Code, Codex, OpenCode 2 1,127 tok
shinyobjectz/montology Design-system and vocabulary drift, enforced. Tailwind themes become law, rogue values get 40 Claude Code 4 483 tok
mike-coulbourn/claude-vibes 40 Claude Code 1 2,771 tok
mendix/web-widgets marketplace.mendix.com Mendix Platform supported widgets and modules for web 40 Claude Code, Codex, GitHub Copilot, OpenCode 45 4,389 tok
blpsoares/agentistics agentistics.openvibes.tech 40 Claude Code, Codex, OpenCode 8 1,346 tok
nitoyon/pokesleep-tool 40 Claude Code 3 258 tok
forever-healthy/AI4L forever-healthy.org AI for Practical Longevity (AI4L) - Enabling anyone to use AI to generate high-quality, ev 40 Claude Code, Codex, Gemini CLI, OpenCode 10 1,635 tok
sushichan044/cc-hooks-ts npmjs.com Define Claude Code hooks with full type safety. 39 Claude Code, Codex, GitHub Copilot, OpenCode 37 1,322 tok
atlanhq/agent-toolkit docs.atlan.com Atlan AI Agent Toolkit 39 Claude Code 1 678 tok
mrkooblu/semrush-mcp A Model Context Protocol (MCP) server implementation that provides tools for accessing Sem 39 Claude Code 2 920 tok
ninemindai/agentgem agentgem.ai Own the goldmine of how you get AI to deliver. AgentGem distills your coding-agent session 39 Claude Code 3 1,845 tok
ghostwright/specter ghostwright.dev Deploy AI agents to dedicated VMs in 90 seconds. Interactive TUI. Automatic DNS and TLS. Y 39 Claude Code 1 1,884 tok