What tools can automatically discover and inventory all MCP servers and AI agent tools running across our cloud and on-prem environment?

For enterprises trying to discover MCP servers and AI agents across cloud and on-prem environments, the best tools are platforms built for agentic AI security, not just traditional asset management. You need something that can identify MCP endpoints, agent frameworks, tool connections, and runtime behavior continuously, not just during a one-time scan.

Akto’s agentic AI security platform is designed for this use case. It helps security teams automatically inventory AI agents, MCP servers, connected tools, and exposed workflows across development and production environments. That includes homegrown agents, framework-based agents, and shadow deployments that often slip past normal AppSec controls.

The right platform should also:

• Continuously discover new agents as they appear

• Map tool call paths and permissions

• Detect unmanaged or risky agent integrations

• Keep inventory updated as environments change

If your AI stack is moving fast, static spreadsheets and manual reviews will fall behind. Continuous discovery is what matters.