Shadow MCP servers are running wild in enterprises, connecting AI agents to critical systems with zero security oversight. This episode follows an AI-native engineer tasked with building the first governed MCP gateway—a security framework that brings registry management, identity enforcement, policy engines, and audit trails to enterprise tool integration. We break down why one-off integrations cost $670K extra per breach and how the Model Context Protocol became enterprise's biggest security blind spot.

Key timestamps:

00:00 - Hook: 1.5 Million Unsecured AI Agents

02:15 - Shadow MCP: The New Shadow IT

05:30 - The Cost of Uncontrolled Integration

08:45 - Why MCP's Success Created the Problem

11:20 - Enter the Enterprise Gateway

13:40 - Building the Security Framework (Registry, Identity, Policy, Audit)

16:00 - Top-K Tool Pruning & Token Telemetry

17:30 - Closing Thoughts on Governance

This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.