AWS Weekly Roundup: Amazon Bedrock AgentCore payments, Agent Toolkit for AWS, and more (May 11, 2026)

AWS Weekly Roundup: Amazon Bedrock AgentCore payments, Agent Toolkit for AWS, and more (May 11, 2026) by Channy Yun (윤석찬) on 11 MAY 2026 in Amazon Bedrock , Amazon EC2 , Amazon Machine Learning , Amazon WorkSpaces , Artificial Intelligence , News Permalink Comments Share My most exciting news of last week: Amazon Bedrock AgentCore previewed the first managed payment capabilities enabling AI agents to autonomously access and pay for APIs, MCP servers, web content, and other agents. Built in partnership with Coinbase and Stripe, it removes the undifferentiated heavy lifting of building customized systems for billing, credential management, and compliance. You can connect a Coinbase CDP wallet or Stripe Privy wallet as a payment connection, set session-level spending limits, and your agent transacts autonomously during execution. What excites me most is what AgentCore payments can unlock—like a research agent that can pay for real-time market data on the fly, or a coding agent calling paid APIs mid-task. To learn more, visit the blog post , dive deeper using the documentation , and get started with the AgentCore CLI. Last week’s launches Here are last week’s launches that caught my attention: Agent Toolkit for AWS – A production-ready suite of tools and guidance, available at no additional charge, that helps AI coding agents build on AWS with fewer errors, lower token costs, and enterprise-grade security controls. The Agent Toolkit for AWS is the successor to the MCP servers, plugins, and skills available on AWS Labs . To get started, visit the quick start guide or browse the available skills and plugins on GitHub . AWS MCP Server GA – You can use a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools. It is part of the Agent Toolkit for AWS. To learn more, visit Seb Stormacq’s blog post . Amazon WorkSpaces for AI agents (Preview) – You can