Developer Experience
Feb 21, 2026
· 10 min read
MCP for Log Management: How AI Coding Assistants Search Your Production Logs
Your AI coding assistant can now search production logs, manage alerts, and monitor project health — without leaving the editor. Here's how MCP makes it work and why purpose-built MCP servers matter for log management.