Operations | Monitoring | ITSM | DevOps | Cloud

Bring incident response to AI stack with ilert's MCP Server

ilert’s engineering team has developed an open Model Context Protocol (MCP) server that enables AI assistants to securely interact with your alerting and incident management workflows, from determining who is on call to creating incidents. In this article, we provide a simple explanation of MCP, outline the reasons behind our investment in it, describe the high-level architecture, and explain how to connect Claude, Cursor, and other MCP clients to ilert today.

What Is Incident Response Lifecycle?

The Incident Response Lifecycle is a step-by-step process that helps engineering teams detect, respond to, and recover from unexpected system disruptions or outages. It includes a series of six practical stages: Detection, Analysis, Impact Mitigation, Incident Resolution, Service Restoration, and Post-Incident Analysis. By following this lifecycle, teams can minimize downtime, reduce business impact, and continuously strengthen system reliability.

Why Multi-Layered Bot Detection Is Crucial for Modern Online Security

Malicious bots have evolved far beyond simple automated scripts. They now operate at scale, mimic human behavior, and bypass traditional security systems. These sophisticated threats target businesses of all sizes, from global e-commerce platforms to SaaS applications and financial institutions. A single layer of defense is no longer enough. Multi-layered bot detection strategies combine technology, analysis, and adaptive measures to safeguard digital environments against evolving threats.

Why a Cyber Fusion Center Is Essential for Cloud-First and Remote Work Environments

A cyber fusion center brings together security operations, threat intelligence, and incident response under one roof. Instead of teams working in silos, it encourages constant collaboration between analysts, engineers, and business units. This model shifts security from a reactive approach to a proactive one, anticipating risks before they spiral out of control.

My Criteria for Automated Incident Response Tools

Managing incidents manually isn’t realistic when their number keeps growing. That’s where automated incident response tools come in. They handle routine tasks so you can focus on actual problem-solving. In this blog, I’ve put together a list of the 9 best automated incident response tools for you. I looked at each one based on four key areas of the incident response process. This will help you see how they handle everything from start to finish.

Demo Roundups! Breaking the MTTR Bottleneck: Automating Diagnostics for Modern Incident Response

Discover how PagerDuty Automation eliminates the manual triage bottleneck that's slowing down your incident response. In this demo, you'll see how automating diagnostics can compress resolution times from hours to minutes by instantly analyzing your environment, correlating events across systems, and identifying root causes with transparent AI reasoning.

What is Automated Incident Response

While writing our 2024 recap, we found that teams handled over 2.2 million new incidents. Critical incidents alone tripled, increasing from 3,000 in 2023 to 9,200 in 2024. Dealing with such a large volume of incidents is not an easy task. And dealing with them manually is definitely not easy. Your valuable time goes into routine tasks like creating tickets, setting up war rooms, and notifying stakeholders. These keep you from fixing the actual problem.

Understanding Incident Response vs Incident Remediation

At a high level, incident remediation is a part of the incident response process. An Incident response plan manages the incident lifecycle across planning, detection, investigation, and recovery. Meanwhile, incident remediation focuses on identifying root causes and implementing measures to prevent future occurrences.

Incident Response for DevOps, SREs, and IT Teams

That 3 AM alert is never fun. Your heart races as you try to figure out what broke this time, and how fast you can fix it. But with an incident response in place, that panic turns into a calm, step-by-step fix. It helps you handle everything, from a server crash to a security breach, in an organized way. In this guide, I’ll walk you through what exactly an incident response is, why you need it, its key components, and how to build one.