Vapivapi.tech
01 · Platform

Discover

Understand the full scope of every agent, chatbot, model and MCP server before an attacker — or an auditor — does.

5
agent frameworks covered
4
MCP analyzer types
3
other stages fed by the inventory

The problem

Security teams almost never know the full footprint of AI in their company: a developer wires up an agent framework, a chatbot picks up an MCP tool it shouldn't have, a skill quietly gains network access — and none of it goes through review. You can't attack, shield, or govern what you haven't found.

What you get

  • A live inventory of agents, chatbots and MCP servers — including the ones nobody filed a ticket for.
  • Skill and tool graphs showing exactly what each agent can reach, not just what it's supposed to reach.
  • CVE fingerprinting across the AI infrastructure components you're actually running.
  • One asset list that feeds directly into Attack, Shield and Govern & Respond — no re-entering targets by hand.

We'll run Discover on your own agent

One conversation, one target. Real findings.

Book a demo