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Amazon OpenSearch Service now supports MCP Apps, pairing every agent response with an interactive visualization so engineers can verify root-cause findings without switching tools.
Helium 10 has introduced Helium, a commerce AI agent that analyzes connected Amazon seller data through one chat interface. The launch is read-only, limited by plan access, and separate from Helium 10’s MCP connector for custom AI workflows.
AWS has published a four-scope maturity model for governing how AI agents reach enterprise tools through Amazon Bedrock AgentCore Gateway. The design starts with a single authenticated MCP endpoint, then adds user-level policy, cataloging, private networking, and resilience when each control becomes necessary.