Model Context Protocol (MCP) Explained: Why It Matters in 2026

In 2024, every AI framework shipped its own way to call tools. LangChain had one approach. AutoGen had another. The Claude API had a third. If you wanted to write a GitHub tool that worked across all three, you wrote it three times — and maintained t...