TL;DR MCP servers are powerful, but they can expose production systems if anyone on the team can connect and run tools without guardrails. Imagine a new hire testing the app on their laptop and accidentally granting an MCP server access to the production database. Without governance, that is a realistic path to data leakage. Bifrost addresses this with three layers: Human-in-the-loop execution — Bifrost does not auto-execute tool calls. The LLM only suggests tools; your a...