Skip to main content
Explore how AI agents and automation are changing monitoring workflows — from setup to incident response.

AI agents and monitoring

How coding agents interact with monitoring platforms.

MCP for monitoring

The protocol that connects AI agents to tools.

Monitoring as Code with AI

Generate and maintain configs with AI assistants.

​
Why AI + monitoring?

Monitoring involves repetitive, structured tasks that benefit from automation:
  • Creating monitors — describe what you want to monitor in natural language
  • Investigating incidents — AI agents can correlate data faster than manual review
  • Maintaining configs — keep monitoring in sync with infrastructure changes
  • Generating reports — summarize uptime, incidents, and trends
AI agents can perform these tasks through tool APIs, and the Model Context Protocol (MCP) standardizes how they do it.

​
Use DevHelm with AI agents

MCP Server

Connect Cursor, Claude, or Windsurf to DevHelm.

MCP tools reference

All 67 tools your agent can use.