The AI landscape is shifting fast. Every week, a new agent framework, a new protocol, a new way for AI to interact with the world. But one thing has become painfully clear: most of our existing software was never built for AI agents to use.

You have a SaaS product, a REST API, a database, maybe a frontend with useful actions. An AI agent cannot touch any of it without brittle browser automation or hand-written boilerplate. That is where MCPify comes in.

MCPify is an open-source AI enablement compiler that transforms existing applications into AI-native, agent-operable systems. Instead of manually writing MCP server code for every tool you want an agent to use, you point MCPify at your codebase and it does the heavy lifting automatically.

In this tutorial, I will walk you through turning any app into an MCP server using MCPify --- no prior MCP experience required.

What Is MCP (Model Context Protocol)?