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AWS MCP Server (Preview) now with enhanced monitoring and semantic search capability

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This article announces enhanced monitoring and semantic search capabilities for the AWS MCP Server (preview), enabling better visibility and agent task discovery.

  • AWS MCP Server now publishes operational metrics to Amazon CloudWatch automatically
  • Monitor invocation counts, success rates, client errors, server errors, and throttling
  • Metrics available under AWS-MCP namespace at no additional cost
  • Scalable Agent SOPs discovery using semantic similarity for complex multi-step tasks
  • Documentation search tool returns relevant Agent SOPs alongside AWS documentation
  • Helps track usage patterns, identify permission issues, and set up error alarms
  • Available in preview in US East (N. Virginia) region at no additional cost

These updates provide AWS MCP Server users with comprehensive monitoring capabilities and improved agent task guidance through semantic search.



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