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N3uron Software Modules

MCP Server: Make Your Plant Data

Accessible to AI Agents

MCP Server: Make Your Plant Data Accessible to AI Agents

One Data Model. Unlimited AI Use Cases. Real Operational Impact.

MCP Server enables AI Agents to securely access the contextualized operational data already modeled and organized in N3uron through the Model Context Protocol (MCP), allowing your teams to accelerate diagnostics, detect issues earlier and automate workflows in minutes.

See how MCP Server works
See how MCP Server works

What’s the MCP Server Module?

The MCP Server Module is an extension of N3uron that makes your existing contextualized operational data securely accessible to AI Agents through the Model Context Protocol (MCP). It doesn’t change how you connect, model or organize information—it simply exposes the operational context you already maintain in N3uron so AI Agents can use it immediately.

Give AI Agents governed access to your contextualized operational data.

Unlock new AI-driven use cases for O&M and asset performance.

Enable AI adoption quickly, with minimal configuration and zero disruption.

Standardize how AI Agents securely consume operational data across your organization.

Give AI Agents governed access to your contextualized operational data.

Unlock new AI-driven use cases for O&M and asset performance.

Enable AI adoption quickly, with minimal configuration and zero disruption.

Standardize how AI Agents securely consume operational data across your organization.

Diagram showing MCP Server enabling AI-driven insights on operational asset KPIs with contextualized data exposure
Mobile version of N3uron MCP Server diagram enabling AI-assisted KPI analysis and diagnostics

How It Works

From contextualized plant data to AI Agents in three simple steps

  1. N3uron collects and unifies your operational data

    N3uron connects to field devices, SCADA systems, historians, IT sources and files—bringing everything together into a single operational data hub that mirrors your plant’s operational reality.

  2. N3uron maintains a consistent, contextualized model

    Your asset structures, KPIs, alarms and metadata remain continuously organized and contextualized, providing a clear and reliable representation of your plant’s operations.

  3. MCP Server exposes this data to AI Agents

    By enabling MCP Server, AI Agents gain secure access to your N3uron data model through the Model Context Protocol (MCP), so they can use it immediately for diagnostics, reporting and AI-driven workflows.

Collect → Contextualize → Expose
MCP Server completes the step that makes your N3uron data AI-ready.

Connect → Collect → Contextualize → Expose

MCP Server completes the step that makes your N3uron data AI-ready.

Use MCP Server To…

Bring AI-powered assistance into your daily O&M workflows

Support O&M Teams

Support teams with AI-assisted fault analysis and troubleshooting.

Automate Reporting

Automate recurring reports and queries using AI Agents that understand plant context.

Detect Early Issues

Detect early degradation and subtle performance issues earlier than traditional monitoring.

Control Room Response

Improve responsiveness with AI-driven alarm interpretation and event correlation.

Asset Performance

Provide asset managers with AI-powered insights to optimize performance.

Standardization

Standardize how AI Agents securely consume operational data across your organization.

Detect Early Issues

Detect early degradation and subtle performance issues earlier than traditional monitoring.

Control Room Response

Improve responsiveness with AI-driven alarm interpretation and event correlation.

Support O&M Teams

Support teams with AI-assisted fault analysis and troubleshooting.

Automate Reporting

Automate recurring reports and queries using AI Agents that understand plant context.

Asset Performance

Provide asset managers with AI-powered insights to optimize performance.

Standardization

Standardize how AI Agents securely consume operational data across your organization.

Real-World Impact

Teams enabling MCP Server within N3uron experience immediate operational benefits as AI Agents begin working with contextualized plant data from day one.

Reduce reactive maintenance by identifying issues earlier.

Cut downtime with faster interpretation of alarms and events.

Improve troubleshooting with AI-assisted analysis.

Lower reporting workloads through automated queries.

Start using AI where it matters most: in your plant’s daily operations.

You already maintain a contextualized data model in N3uron. MCP Server simply makes it accessible to AI Agents—so your teams can diagnose faster, detect issues earlier and work with clearer insights.

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FAQs

What is the MCP Server Module and why is it useful?

The MCP Server Module exposes the contextualized operational data and selected tools you already maintain in N3uron through the Model Context Protocol (MCP). This allows AI Agents to interact with your operational environment without building custom integrations.

How does MCP Server help me “talk to my data”?

By providing structured, contextual data and well-defined tools to AI Agents, MCP Server enables natural-language interaction. You can ask questions like “What happened in the last hour?” or “Which assets show abnormal behavior?”, and receive meaningful, context-aware answers. It makes exploratory interaction with your data possible through plain language.

What problems does MCP Server actually solve?

MCP Server removes the complexity of connecting AI Agents to operational systems. Instead of building custom APIs or one-off connectors for each use case, it provides a unified, secure and structured interface to your N3uron operational model—reducing engineering effort and accelerating AI adoption.

Do I need to remodel or duplicate my data to use MCP Server?

No. MCP Server works directly with the contextualized data model you already maintain in N3uron. You decide which data structures and MCP tools are exposed, and what each AI Agent is allowed to do—whether that’s querying, retrieving information or executing specific, permitted operations.

What can AI Agents do once connected to N3uron via MCP Server?

AI Agents can interpret alarms, explore trends, summarize events, compare assets, detect anomalies, generate reports and support operational decision-making. They also enhance predictive maintenance workflows by identifying early degradation patterns, highlighting abnormal behavior and correlating operational signals before they evolve into failures.

How does MCP Server fit into a DataOps strategy?

DataOps ensures that operational data is unified, contextualized and governed. MCP Server closes the loop by making this trusted operational model – and the tools you choose to expose – usable by modern AI systems via a standard protocol, without changing how your existing pipelines work.

Can MCP Server connect to my historians, databases or OT systems?

Yes. MCP Server leverages N3uron’s existing connectivity – including OPC UA, MQTT, REST APIs, SQL databases, historians and more. Anything N3uron normalizes and contextualizes can be securely exposed to AI Agents through MCP.

How does MCP Server support AI-driven workflows in utilities and renewable energy?

MCP Server is ideal for distributed assets such as wind turbines, PV inverters, substations and BESS. AI Agents can answer questions like:
“Which turbines show power curve deviation?”

“Which inverters exhibit abnormal Performance Ratio (PR) or DC/AC derating?”
“List recent protection events affecting Feeder A.”
“Which battery racks show abnormal SoC drift or temperature gradients?”
These insights come directly from your contextualized N3uron model and the tools you expose via MCP.

Is it secure to let AI systems access operational data through MCP Server?

Yes. MCP Server enforces N3uron’s governance model: role-based permissions, authenticated access, encrypted communication and full audit trails. AI Agents only access the data and tools you explicitly authorize, under the same security controls you already trust in N3uron.

How do I get started with the MCP Server Module?

If you already use N3uron, you can enable the MCP Server Module and configure which parts of your operational model and tools to expose to AI Agents. If you are new to N3uron, deploy it as your operational data hub and then activate MCP Server to make your environment AI-ready.

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