AI-Assisted Analysis

Through M8B, the Built-in Virtual Assistant

M8B is integrated directly into the MetricsHub Web interface, allowing you to start using AI-assisted analysis immediately. After providing your OpenAI API key, you can interact with your monitored infrastructure through natural language.

M8B analyzes real-time infrastructure metrics and surfaces the most relevant context to help you troubleshoot issues, validate corrective actions, and make faster decisions.

By Connecting Your LLM to MetricsHub's MCP Server

If you prefer to use your own AI model, MetricsHub exposes real-time infrastructure metrics through its MCP server. This allows you to connect your preferred LLM, whether OpenAI, Claude, Copilot, or others.

You maintain full control over your AI strategy while ensuring responses are grounded in trusted operational data.

Ask M8B Anything About Your Infrastructure

Use natural language to:

• Check overall infrastructure health (host reachability, protocol availability, basic system status, and more)
• Investigate anomalies or failed services
• Get guidance for troubleshooting issues
• Validate that corrective actions have restored normal operation

Let M8B Handle the Heavy Lifting

Behind the scene, M8B:

• Collects relevant metrics live across hardware, operating systems, storage systems, databases, and more
• Analyzes metrics and correlates signals to identify patterns and root causes
• Performs infrastructure checks in real time to validate hypotheses

Real-World Example

Users noticed that responses from their LLM were unusually slow and raised concerns in Slack about the health of the NVIDIA server.

The AI assistant, powered by MetricsHub and OpenAI, immediately analyzed real-time infrastructure metrics, identified the root cause, and recommended corrective actions.

Once the fix was applied, the assistant confirmed that the system had returned to normal operation.