VibeOps: Visualizing Network State with Dynamic Dashboards using MCPs

🎨 VibeOps: Visualizing Network State with MCPs | pyATS + Vega-Lite + QuickChart + AI Agents In this episode of VibeOps, we fuse network automation with beautiful, real-time visualizations using Model Context Protocol (MCP). We show how to: ✅ Use pyATS to gather live network telemetry (like show interfaces) ✅ Automatically extract structured stats: input/output packets, bandwidth, errors, etc. ✅ Send data to both Vega-Lite and QuickChart MCP servers to render stunning PNG charts ✅ Connect it all with LangGraph + AI Agents for seamless tool orchestration This is Modular, Composable, and Protocol-first NetOps — every chart is on demand, every insight is visual, and every piece is powered by MCP. Whether you're visualizing load, packet flow, or interface errors — VibeOps lets you see your network like never before. 🛠️ Powered by: LangGraph AI orchestration pyATS for command execution QuickChart + Vega-Lite for PNG chart generation MCP for clean, decoupled tool APIs 📦 Open-source tools 📊 Reusable chart specs ⚡ Real-time AI automation #VibeOps #QuickChart #VegaLite #pyATS #NetworkAutomation #LangGraph #AIagents #MCP #TelemetryVisualization #AutomateYourNetwork #NetDevOps #Observability #ChartOps

VibeOps: Visualizing Network State with Dynamic Dashboards using MCPs

John Capobianco

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VibeOps: Visualizing Network State with Dynamic Dashboards using MCPs

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John Capobianco

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Model Context Protocol: An Internet of AI Agents