Agentic AI Discovery
Agentic AI Discovery is your inventory of every AI agent and MCP server running across your cloud infrastructure. Once a connector is running, Akto continuously maps your agentic landscape: agents, MCP servers, the tools and data they touch, and how they connect to each other, so you always know what's actually deployed.
What You Can Do
Browse every discovered AI agent and MCP server as an organized Collection, and drill into individual Agent Components and MCP Endpoints.
See each component's risk score, sensitive data exposure, auth type, and access type at a glance.
Catch what shouldn't still be running: Shadow Agents nobody documented, Zombie Agents nobody decommissioned, and Third-Party Agents you depend on but don't control.
Visualise how components connect with the AI Agent Context Graph and Context Graph & Trace Analysis.
Organise your inventory with Component Groups, Tags, and Environment Type.
Get notified the moment something changes, through Recent Changes and webhook Alerts.
Build collections directly from live traffic using Explore Mode and narrow any view with Advanced Filters.
Getting Started
Connect a homegrown discovery agent for your infrastructure, API gateways, eBPF, Kubernetes, manual import, or MCP Recon.
Open Agentic Discovery in your dashboard to see every discovered agent, MCP server, and tool.
Select any component to inspect its endpoints, risk score, and meta properties.
Next Steps
Run Red Teaming on discovered components.
Enable Guardrails for real-time protection.
Review Shadow, Zombie, and Third-Party agents for anything that shouldn't be reachable.
Need help? Contact support@akto.io or use in-app Intercom.
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