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Large Language ModelsAmazon AI BlogPublished: Apr 10, 2026, 01:00 JST1 min read

AWS enables stateful MCP servers on Bedrock AgentCore Runtime with user input requests, LLM sampling, and real-time progress streaming capabilities.

AWS enables stateful MCP servers on Bedrock AgentCore Runtime with user input requests, LLM sampling, and real-time progress streaming capabilities.

3 Key Points

  1. Build stateful MCP (Model Context Protocol) servers that can request user input during execution on Amazon Bedrock AgentCore Runtime

  2. Leverage LLM sampling capabilities for dynamic content generation within MCP server workflows

  3. Stream progress updates for long-running tasks to provide real-time visibility and feedback

  4. Access practical code examples and deployment guidance for implementing stateful MCP servers on AWS infrastructure

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