All writing
Aug 22, 2025

Why MCP is the missing piece for enterprise AI tooling

Most enterprise AI agents stall because they're handed bad tools. MCP changes the contract — here's how I used it to ship 200+ production tools.

The Model Context Protocol gave me, for the first time, a clean separation between what the model can ask for and how the system fulfills it. That contract is what made it possible to scale to 200+ diagnostic tools without an explosion of glue code.

(Draft — full post coming soon.)