AI-Powered IT Operational Insights for Azure — Just Ask in Plain Language

This project gives companies a fully customizable AI assistant — powered by Claude or GitHub Copilot — that connects directly to Azure. Ask questions in plain language, get real answers from real data. No expertise needed. Built on a controlled, secure foundation that the company owns and manages.

_{Example: a plain-language prompt returning a system summary for the last 24h. The customized tool (highlighted in red) is just one example — this project lets you build your own IT operational insights tools tailored to your needs.}

Content list

• What Problem Does This Solve?
• Who Is This For?
• Security: Data Stays in Company Control
• Tools Already in Place
• Ideas for Customized Azure Tools
• Project Structure — Five Independent MCP Servers
• Architecture Diagrams
• Extending Microsoft's Official MCP Template

What Problem Does This Solve?

Getting answers out of Azure tools takes time and expertise. Alternatives like the Azure CLI or general-purpose AI agents can help — but they require technical knowledge.

This project takes a different approach: customized tools built for the company's own Azure environment, secured with company identity, and simple enough for any employee to use. Instead of navigating dashboards or writing queries, just ask:

"How is our production app performing right now?" "Were there any errors in the payment service in the last 24 hours?"

The AI answers with real data, using the permissions of the person who asked — no technical expertise required.

Who Is This For?

This template is a great fit for:

• Software companies and consulting firms on Azure — keeping developers and teams in flow by letting AI extract operational insights and troubleshoot incidents, without leaving the code editor or switching between client environments
• Manufacturing and enterprise companies that use Azure for internal systems and want team leads or operations staff to access data without needing Azure expertise

Security: Data Stays in Company Control

Completely self-hosted inside the company's own Azure subscription, secured with Microsoft Entra ID — the same system behind Microsoft 365 and Teams.

• ✅ Only company employees can use it — login required, no anonymous access.
• ✅ Each person sees only what they're allowed to see — the AI acts on behalf of the logged-in user, using their own Azure permissions.
• ✅ Data never leaves Azure — no external services involved.
• ✅ No passwords stored — short-lived security tokens only.

The AI carries the same keycard as the person using it. It can only open the doors they're allowed to open.

Tools Already in Place

⭐ Application Insights Event Report (azure_events_reports)

The standout tool. Every Azure application generates a continuous stream of monitoring data — requests, response times, errors, exceptions. Reading this data normally requires Azure Portal access and knowledge of KQL query syntax.

With this tool, anyone can simply ask:

"Give me a report on the payment service for the last 24 hours."

And get back a plain-language summary covering:

... View full README on GitHub