decodingai-magazine/enterprise-mcp-course

企业级MCP系统设计 利用模型上下文协议构建、编排并扩展智能工作流程 Decoding AI 的开源项目

📖 关于本系列

企业MCP系列是一个开源项目，旨在帮助你构建模块化的生产级AI自动化系统，使用模型上下文协议（MCP）。

在本系列中，我们将重点为企业项目构建一个拉取请求审查器，展示如何集成多个工具并将其编排成可扩展、适生产的MCP架构。

🎯 为什么选这个系列？

与简单的教程不同，这个系列关注现实世界的企业用例——比如拉取请求审核助手，分析GitHub的PR，提取Github和Asana的上下文，并在Slack上向你的团队发布可操作的洞察。

它展示了如何：

• **在内部系统内自动化AI工作流程
• 构建可扩展基础设施——设计支持多条自动化流程的工作流程，随时准备与组织共同成长

📖 About This Series

The Enterprise MCP Series is an open-source initiative designed to help you build modular, production-grade AI automation systems using the Model Context Protocol (MCP).

In this series, we focus on building a Pull Request Reviewer for an enterprise project, showcasing how to integrate multiple tools and orchestrate them into a scalable, production-ready MCP architecture.

🎯 Why This Series?

Unlike simple tutorials, this series tackles real-world, enterprise use cases—like a Pull Request Reviewer Assistant that analyzes GitHub PRs, pulls context from Github and Asana, and posts actionable insights to your team on Slack.

It shows how to:

• Automate AI workflows within your internal systems
• Build scalable infrastructure – design workflows that support multiple automation pipelines, ready to grow with your organization
• Evaluate MCP for enterprise migration – understand if migrating your codebase to an MCP-based architecture is worth it

🛠 What You Will Learn

You will learn how to:

• Build custom MCP Servers for Slack and Asana to expose enterprise tools and resources
• Connect to external MCP servers (e.g., GitHub Remote MCP) and integrate them seamlessly
• Centralize tools and prompts into an internal Tool Registry (a global MCP server)
• Create a custom MCP Host to orchestrate workflows (no reliance on Claude Desktop)
• Design and scale company-wide automation workflows, starting with the PR Reviewer use case

With these skills, you’ll become a pro 🥷 at building enterprise-ready AI automation systems using MCP, designing your own scalable hosts, integrating internal tools, and orchestrating intelligent workflows across your company.

👥 Who Should Join?

🎓 Prerequisites

| Category | Requirements |