Manage agents, tools and skills at scale with AWS Agent Registry
Machine Learning Blog
AWS Agent Registry is now generally available, providing enterprises with a centralized, governed catalog to register, discover, and manage AI agents, tools, and skills at scale.
- Solves three key challenges: no authoritative inventory, no cross-team discovery, and lack of governance or audit trails for agentic systems
- Operates across two planes: Governance Plane for comprehensive resource management and Discovery Plane for curated, high-performance consumer search
- Supports registration of MCP servers, Agent2Agent agents, skills, and custom resources through Console, CLI, APIs, and CI/CD pipelines
- Includes organization-wide auto-detection to identify shadow agents and MCP servers running on AgentCore runtime and gateway
- Provides semantic and lexical search, role-based access control, approval workflows, and full audit trails via CloudTrail
- Integrates with IDEs (Kiro, Claude Code) and Amazon Quick for native discovery without leaving development environments
- Roadmap includes security assessments, compliance evaluations, cross-organizational discovery, and expanded integrations with productivity tools
Registry enables enterprises to govern agentic AI systems at scale while reducing duplicative development effort and preventing agent sprawl across teams.
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