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Integrating AWS API MCP Server with Amazon Quick using Amazon Bedrock AgentCore Runtime

Machine Learning Blog

This article demonstrates integrating AWS API MCP Server with Amazon Quick using Amazon Bedrock AgentCore Runtime to create a conversational AI assistant for AWS operations.

  • Translate natural language queries directly into AWS CLI commands without tool switching
  • Amazon Cognito provides JWT authentication for secure request validation
  • Amazon Bedrock AgentCore Runtime hosts the AWS API MCP Server in containers
  • IAM roles enforce least-privilege permissions for AWS API execution
  • Amazon Quick custom agents automatically detect and use MCP connectors
  • Full CloudWatch audit trails for compliance and monitoring
  • Estimated cost: ~$292/month for single Enterprise user with 500 queries
  • Setup includes Cognito pool, IAM roles, AgentCore agent, and Quick integration

This integration eliminates context-switching for SREs and DevOps Engineers, enabling secure, auditable AWS infrastructure management through conversational AI.

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