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Build a multi-account AI agent with AgentCore Gateway and MCP

BACKGROUND
1 SIGNALFIRST DETECTED 24 September 2026
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How the story developed
24 Sept
Build a multi-account AI agent with AgentCore Gateway and MCP
REPORT · WHAT · AWS Machine Learning Blog
Other feeds and industry voices
5 Oct
Making Amazon Quick enterprise-ready: Automated, auditable cross-account resource promotion

Promoting Amazon Quick resources (agents, action connectors, knowledge bases, flows, and spaces) from a development to a production AWS account has been a manual, error-prone

REPORT · HOW · AWS Machine Learning BlogOPEN STORY
6 Apr
Connecting MCP servers to Amazon Bedrock AgentCore Gateway using Authorization Code flow

Amazon Bedrock AgentCore Gateway provides a centralized layer for managing how AI agents connect to tools and MCP servers across your organization. In this post, we walk through

REPORT · HOW · AWS Machine Learning BlogOPEN STORY
20 Oct
How Eon built multi-cloud investigation with an MCP Gateway on Amazon Bedrock AgentCore

Learn how Eon replaced per-tool credentials and local MCP processes across AWS, GCP, and Azure with a single authenticated Amazon Bedrock AgentCore gateway, giving more than 100

REPORT · HOW · AWS Machine Learning BlogOPEN STORY
5 Aug
How we built an MCP bridge to give our AgentCore-hosted AI agent access to local MCP tools

AI agents on Amazon Bedrock AgentCore run in the cloud, but users' tools and files live on their laptops. Learn how to build a secure MCP bridge that lets a cloud-hosted agent

REPORT · HOW · AWS Machine Learning BlogOPEN STORY
14 Oct
Build self-improving document processing using Amazon Bedrock AgentCore

Learn how to build an agentic intelligent document processing (IDP) system using Amazon Bedrock AgentCore that classifies, extracts, validates, and learns from business documents

REPORT · HOW · AWS Machine Learning BlogOPEN STORY
1 Oct
Scaling cloud migrations with agentic AI on Amazon Bedrock AgentCore

Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents

REPORT · HOW · AWS Machine Learning BlogOPEN STORY
14 Aug
Building agentic workflows with SageMaker AI and Bedrock AgentCore

Learn how to combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime to build a multi-agent workflow where each specialized agent uses the

REPORT · WHERE · AWS Machine Learning BlogOPEN STORY
1 Oct
Building ambient agents with Amazon Bedrock AgentCore: From event-driven signals to human-in-the-loop workflows

Ambient agents respond to events such as an Amazon S3 upload, a schedule, or an alert instead of waiting for a chat prompt. This post walks through building framework-agnostic

REPORT · HOW · AWS Machine Learning BlogOPEN STORY
Sources
AWS Machine Learning Blog

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