Datadog Trace Diagnostic Server

Example Use Cases

• 1

  List and analyze error traces in Datadog APM.

• 2

  Extract structured test scenarios from traces for debugging and unit test generation.

• 3

  Search and summarize logs with pattern normalization and correlate logs with traces.

Description

This MCP server provides advanced tools to analyze Datadog APM data, including error trace listing, detailed trace inspection, test scenario extraction, log searching with pattern summarization, and log-trace correlation. It enhances AI reasoning by grouping logs, normalizing patterns, and generating actionable diagnostic workflows, helping developers quickly identify and debug distributed errors across services. The server requires Java 21+ and Maven 3.8+ and integrates with Datadog via API keys.