NETSCOUT Adds MCP Connectivity for AI-Ready Smart Data in 2026

AI assistants and agents are only as reliable as the data they consume. When operational signals are fragmented, teams face hallucinations, high token spend, and decisions that cannot be trusted. NETSCOUT is addressing this challenge by connecting AI systems directly to real-time, evidentiary network intelligence through the Model Context Protocol (MCP).

What was announced

NETSCOUT SYSTEMS, INC. (NASDAQ: NTCT) announced MCP connectivity for its Omnis AI Insights solution. The new capability gives AI assistants and agents on-demand access to AI-ready Smart Data, NETSCOUT's real-time operational evidence, so they can make more accurate and informed decisions.

AI-ready Smart Data builds on NETSCOUT's patented Adaptive Service Intelligence (ASI) technology. Early semantic extraction and context optimization happen at the source, transforming ASI data into compact, AI-ready datasets before they enter downstream systems. Omnis Sensor and Omnis Streamer are the core components delivering this intelligence.

Why this matters

For CIOs, CISOs, and IT leaders, enriching network data before it reaches an AI model reduces the volume, cost, and complexity of processing raw telemetry. It also gives AIOps, observability, security, and analytics platforms more meaningful evidence for faster and more reliable decisions.

In a live NETSCOUT deployment, conventional application monitoring tools indicated no application errors, while underlying network conditions degraded the user experience. NETSCOUT Smart Data preserved exactly what happened across the network, including minimum window size, total retransmit count, and zero-window event count, allowing AI to verify facts rather than infer reality.

By adding MCP tools alongside our existing Kafka streaming capabilities, Omnis AI Insights gives IT professionals the flexibility to feed AI-ready Smart Data into analytics and AI platforms at scale and cost effectively, while also making that same context-rich intelligence directly accessible to Models and Agents

Technical details

• Omnis Sensor: Performs early semantic extraction at critical network vantage points, generating essential metadata while preserving operational meaning at the point of observation.
• Omnis Streamer: Collects and curates AI-Ready Smart Data with customizable playbooks for healthcare, financial services, and telecommunications, and includes a built-in MCP server.
• On-demand access for AI: MCP connectivity delivers relevant AI-Ready Smart Data at run time, with NETSCOUT-provided tools guiding models to the right evidence.
• Direct platform integration: Ingestion of Smart Data via integrations with Splunk, ELK Stack, Datadog, ServiceNow, Dynatrace and others.
• Investment protection: Omnis Sensor Adaptors help customers add these capabilities to their existing NETSCOUT infrastructure.

Softprom and NETSCOUT

Softprom is the official distributor of NETSCOUT. Our team helps enterprises and service providers deploy Omnis AI Insights, Adaptive Service Intelligence, and DDoS protection solutions to build a trusted data foundation for AI-driven operations.

This content was prepared as part of the Softprom DistriFlow project — an automated system for monitoring and adapting vendor news. Original source: original article.