The MCP Governance Illusion: Why Governing Tools Is Not Enough

This blog post argues that traditional tool-based MCP governance is insufficient for code-capable AI agents, which can discover multiple alternative execution paths to accomplish prohibited outcomes. It recommends capturing agent objectives before execution and enforcing intent-level policies (e.g., preventing data exfiltration or unauthorized infrastructure changes), with MCP checks as a fast but not sole defense layer.