MCP servers let AI tools read files, call APIs, and act inside internal systems, and most of them run on individual developer machines with no oversight. This guide explains the security risks of ungoverned MCP servers and how the Bifrost AI gateway and Bifrost Edge bring them under control across the fleet.

A developer can connect an MCP server...