AWS Agent Registry: Finally, a Catalog for Enterprise AI Sprawl
Every big company is now running dozens of AI agents built by different teams, on different frameworks, with zero visibility into what exists. AWS just shipped the missing piece: a private, governed catalog for all of them.
AWS Agent Registry, part of Amazon Bedrock AgentCore, is now in preview. Think of it as an internal app store for your organization's agents, tools, MCP servers, and skills. Teams can register resources manually or use URL-based discovery that automatically pulls metadata from live MCP server endpoints. Search is both semantic and keyword-based, with approval workflows and CloudTrail audit trails baked in.
The clever part: it's accessible as an MCP server itself. Developers can query and invoke the registry directly from their IDEs. So your agents can discover other agents programmatically β which is exactly how multi-agent orchestration should work at enterprise scale.
This solves a real problem. When you have 50 teams each building their own agents, half of them are reinventing capabilities that already exist internally. Agent Registry gives everyone visibility into what's been built, what's approved, and what's available to compose into new workflows.
Available in five AWS regions. Launched alongside Claude Mythos Preview on Bedrock and new OpenSearch agent tracing support.
https://aws.amazon.com/about-aws/whats-new/2026/04/aws-agent-registry-in-agentcore-preview/
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AWS Agent Registry, part of Amazon Bedrock AgentCore, is now in preview. Think of it as an internal app store for your organization's agents, tools, MCP servers, and skills. Teams can register resources manually or use URL-based discovery that automatically pulls metadata from live MCP server endpoints. Search is both semantic and keyword-based, with approval workflows and CloudTrail audit trails baked in.
The clever part: it's accessible as an MCP server itself. Developers can query and invoke the registry directly from their IDEs. So your agents can discover other agents programmatically β which is exactly how multi-agent orchestration should work at enterprise scale.
This solves a real problem. When you have 50 teams each building their own agents, half of them are reinventing capabilities that already exist internally. Agent Registry gives everyone visibility into what's been built, what's approved, and what's available to compose into new workflows.
Available in five AWS regions. Launched alongside Claude Mythos Preview on Bedrock and new OpenSearch agent tracing support.
https://aws.amazon.com/about-aws/whats-new/2026/04/aws-agent-registry-in-agentcore-preview/
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