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Discover tools at runtime with AWS Agent Registry

AWS Machine Learning Blog · Oct 20, 2026 · Product Launches

AWS Agent Registry enables runtime tool discovery, eliminating hardcoded tool lists in enterprise agents

“Without AWS Agent Registry, endpoints are hardcoded and adding a new agent means code changes plus redeployment.”

AWS launched Agent Registry, a managed service that lets AI orchestrators discover MCP servers and agents at runtime via semantic search rather than hardcoded tool lists. This addresses a real scalability problem in enterprise agentic systems where hundreds of internal APIs make build-time tool wiring a bottleneck. The pattern is significant for enterprise AI architects but is an AWS-specific infrastructure announcement rather than a broader industry shift.

AWS agent-registry MCP tool-discovery enterprise-agents Amazon-Bedrock

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