Stacklok Enterprise MCP Platform vs Evoke Security: 2026 Comparison

Evoke Security

Enterprise and mid-market security teams deploying AI agents across production environments need visibility into agent behavior and permissions that traditional tools simply don't provide; Evoke Security maps agent skills, detects unauthorized actions, and enforces per-agent policies where most platforms go blind. The auto-discovery engine catches shadow AI instances across local, SaaS, and production contexts while real-time monitoring of prompts and tool calls addresses the NIST Detect and Respond gaps that leave agent-based systems exposed. Skip this if your organization hasn't yet deployed agentic AI beyond experimentation, or if you're looking for a broader AI risk management platform that covers model governance and data classification alongside runtime agent security.