IP Fabric introduces an Enterprise MCP Server for governed AIOps use

IP Fabric launched a new Model Context Protocol, or MCP, server that it said helps organizations use AI within network operations in a secure, governed manner. The company tied the release to lowering barriers to AI operations use while maintaining control over how network context is accessed.

IP Fabric said the MCP server was enabled directly from the IP Fabric appliance UI and was designed to deliver network and cloud estate context to AIOps and other automation initiatives. The company described its approach as opt-in by default to support control over data access.

According to IP Fabric, the server delivers the “full depth” of its holistic understanding of the network and cloud estate, covering every device, connection, and configuration. The company also referenced a pre-built, expert-tested prompt library intended to provide a starting point for common use cases.

In its description of the platform, IP Fabric said its Intelligence and Digital Twin continuously discovers, models, and validates network state against business intent, and that the MCP server makes that intelligence available to new users. The company also cited use cases including compliance and configuration drift detection, automated troubleshooting and root cause analysis, and strategic change planning for items such as SD-WAN migrations, M&A integrations, and cloud adoption.

“Enterprises are racing toward network automation, only to question if they can trust AI to deliver an outcome that won’t inadvertently damage digital business,” said Pavel Bykov, CEO of IP Fabric. “We built our MCP server to solve that problem at enterprise scale. By combining secure deployment, governed access and a library of proven prompts, we give teams a safe and practical way to securely and successfully bring AI into network operations.”