Find what API scanners miss.
Most discovery tools query cloud APIs and call it done. Octic goes deeper — operating at the network and kernel layer to surface AI agents, MCP servers, and endpoints that exist in your environment but never made it into any registry.
Under the hood
Three layers of network intelligence.
eBPF kernel probes
Lightweight sensors attached at the kernel level intercept network syscalls in real time. No agents to deploy, no config files to maintain, no performance overhead.
Packet-level analysis
Deep inspection of network traffic identifies AI-specific protocols and communication patterns — LLM API calls, MCP handshakes, embedding requests — even through encrypted tunnels.
DNS and service mesh correlation
Combines DNS resolution logs, service mesh telemetry, and cloud VPC flow logs to map connections between resources that never appear in any API inventory.
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.
Book a demo