As MCP server adoption accelerates across enterprises, a new class of drift is emerging: teams ship MCP-based agent architectures that look compliant in docs but diverge in code. By the time it’s caught, the blast radius is wide and the audit trail is cold.
This session shows how FINOS CALM — an open standard for machine-readable architecture — can be paired with PR-time enforcement to govern MCP server deployments before they merge. We’ll walk through real validation patterns: detecting undeclared agent interfaces, catching unauthorized node additions, and flagging control violations against architecture policy — all inside a GitHub Actions workflow.
Attendees will leave with a practical framework for treating MCP architecture as enforceable policy, not documentation. Especially relevant for teams operating in regulated environments where auditability isn’t optional.