MCP use cases

2 real deployments that used MCP.

Software EngineeringAmazon Web Services (Professional Services)

AWS Professional Services built four migration agents; infrastructure code drops from 3-4 weeks to minutes

Infrastructure-as-code development per application fell from 3 to 4 weeks to minutes, from AWS's internal project tracking data, across a portfolio of over 300 applications.

Vendor case studyAmazon Bedrock AgentCore Strands Agents AWS Transform

Sales & MarketingAmazon Web Services (Sales)

AWS Sales put 20+ sales agents behind one assistant, Field Advisor, with 120K+ prompts

More than 120K prompts submitted since launch; up to 2 hours a week saved per rep in the human-in-the-loop workflow; 41% lower latency; seven AWS accounts consolidated into one runtime.

Company reportedAmazon Bedrock AgentCore MCP Slack