E321 - Model Context Protocol for Standardizing AI Tool Integration

#321: Model Context Protocol (MCP) represents a fundamental shift in how AI agents interact with tools and systems. Rather than forcing models to guess the best approach for tasks like creating AWS resources, MCP provides structured context that guides agents toward organization-specific workflows and tools. The protocol serves as an API for agents, allowing them to understand not just what you want to accomplish, but how your company prefers to accomplish it.

The real power of MCP emerges when it moves beyond simple tool mirroring to intent-based architecture. Instead of just wrapping existing command-line tools, effective MCP servers...