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The future of managing agents at scale: AWS Agent Registry now in preview

Machine Learning Blog



This article announces AWS Agent Registry in preview, a centralized platform for discovering, sharing, and governing AI agents, tools, and skills across enterprises.

  • Centralized registry indexes agents regardless of where they're built or hosted
  • Hybrid search combines keyword and semantic matching for better discovery
  • IAM-based governance controls who can register and access agents
  • Approval workflows manage agent lifecycle from development to retirement
  • Supports MCP and A2A standards with custom schema flexibility
  • Accessible via console, APIs, and as an MCP server
  • Available in five AWS regions including US East, US West, and Asia Pacific
  • Future roadmap includes automatic indexing across AWS services and cross-registry federation

AWS Agent Registry solves enterprise agent sprawl by providing unified visibility, governance, and reuse capabilities across multi-cloud and on-premises environments.



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