Why We're Going All-In on the Model Context Protocol

The Model Context Protocol represents a fundamental shift in how AI agents interact with tools, data sources, and other systems. At GVN, we've been building MCP servers and integrations since the protocol's earliest days — and we believe it will become as foundational to AI as HTTP was to the web. Most AI integrations today are brittle, custom, and difficult to maintain. MCP changes this by providing a standard protocol that any AI model can use to discover and interact with tools. This means better interoperability, easier maintenance, and more capable agents. Our MCP practice covers everything from custom server development to multi-agent orchestration. We've seen firsthand how standardized tool interfaces enable agents that are genuinely useful in production environments — not just impressive in demos. If you're building AI systems that need to interact with the real world, MCP should be on your radar. And if you need help getting there, that's exactly what we do.