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Amazon Quick integration with time-series databases for market intelligence using MCP

AWS Machine Learning Blog · Jun 01, 2026 · Engineering Insights

Amazon Quick integrates MCP with KDB-X time-series databases to enable natural-language market intelligence queries.

“Quick translates natural language queries into SQL statements and passes them to the KDB-X MCP server, which executes these queries against the KDB-X database.”

AWS published a how-to walkthrough showing how Model Context Protocol connects Amazon Quick's generative BI service to KDB-X time-series databases via Bedrock AgentCore Gateway, letting analysts query high-frequency market data in natural language. It illustrates MCP's growing role as a standard integration layer for agentic data access, but it's a vendor implementation tutorial rather than a major industry announcement.

mcp amazon-quick time-series bedrock-agentcore financial-analytics

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