MCP (Model Context Protocol) deployments face serious governance gaps in production: 53% of servers use static API keys, only 8.5% use OAuth, and shadow MCP connections bypass security review entirely. Four governance primitives are outlined to address this: a trusted server registry with allowlisting and version pinning, per-user OAuth 2.1 authentication tied to enterprise identity providers, runtime enforcement via tool-level RBAC, PII redaction, and human-in-the-loop controls for high-risk actions, and comprehensive audit trails for compliance with NIST AI RMF, ISO 27001, HIPAA, and GDPR. A centralized MCP gateway is recommended as the single enforcement point for all four layers rather than implementing controls per-server.
Table of contents
Why an ungoverned MCP is a production liabilityFour governance primitives every MCP deployment needsWhich servers are allowed to run?Who can access what, and how do credentials work?Audit trails and regulatory complianceBuilding your governance stackFAQSort: