AWS Labs CloudWatch MCP Server

The `awslabs-cloudwatch-mcp-server` is an AWS Labs Model Context Protocol (MCP) server designed to provide AI assistants with comprehensive tools for monitoring, analyzing, and troubleshooting AWS services through CloudWatch. It enables AI agents to perform root cause analysis, investigate performance metrics, and track SLO compliance using natural language queries, eliminating the need for custom API integrations. The current version is 0.0.24, and its release cadence is tied to updates within the broader AWS Labs MCP ecosystem. As of early 2026, it is marked as deprecated in favor of `cloudwatch-applicationsignals-mcp-server` for new implementations.