Network and kernel-layer detection
eBPF-based sensors and packet analysis surface AI resources at the network level — no config changes, no deployed agents. Finds what API-only scanners miss.
Discover
See everything. Miss nothing.
Octic maps your entire AI infrastructure using both network-layer and API-based discovery. While other tools scan APIs alone, Octic operates at the packet and kernel level to surface agents, MCP servers, and endpoints that would otherwise stay invisible.
How discovery works
Two layers of detection. Zero blind spots.
API-based discovery
Connects to cloud providers, code repositories, container registries, and identity systems to enumerate known resources and correlate them with network findings.
Continuous, not periodic
Discovery runs continuously in the background. New agents, endpoints, and MCP servers appear in your inventory within minutes — not at the next quarterly audit.
Automatic relationship mapping
Every discovered resource is placed in a live dependency graph. See which agents call which models, which APIs serve which endpoints, and where data flows.
Multi-environment coverage
A single pane across production, staging, and development environments. Octic tracks resources wherever they run — cloud, on-prem, or hybrid.
Shadow AI surfacing
The combination of network and API discovery catches AI resources that no single method would find alone. Rogue agents, undocumented MCP servers, forgotten endpoints.
The platform
Explore the rest of Octic.
See what's running in your AI stack.
Get a live map of every AI agent, MCP server, and API endpoint in your environment — in under 30 minutes.
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