Manual, visual RCA processes don't scale in Kubernetes. Learn how Kubeshark + AI replaces the tcpdump + Wireshark workflow with continuous capture, Kubernetes-native enrichment, and AI-driven root cause analysis.

Seven prompts. Three rogue pods. Full forensic report. How AI + Kubeshark MCP turns a Kubernetes breach alert into a resolved incident in under five minutes.

Kubeshark's MCP server gives AI agents and assistants direct access to Kubernetes network traffic — L4 flows, L7 API payloads, and full packet capture via the Model Context Protocol.

After more than two years in production, and based on extensive user feedback, we made a decision to take a step back and rethink some core assumptions. The result is Kubeshark V2.00 — a complete refactor of the original version.