Friday, January 9, 2026

Creating Healthcare AI Agents Using the Open-Source AWS HealthLake MCP Server

Building real-time agentic AI applications that connect with AWS HealthLake requires expertise in FHIR operations and AWS SDK. To facilitate this, we present the open-source Model Context Protocol (MCP) server, enhancing healthcare data management via natural language interfaces to AWS HealthLake’s HIPAA-eligible FHIR resources.

The HealthLake MCP Server allows developers to simplify data operations using conversational AI, fostering real-time applications for care coordination and reducing operational costs. The MCP standardizes connections between AI agents and various data sources, featuring comprehensive CRUD functionalities, automatic datastore discovery, and advanced search capabilities.

Key benefits include improved patient care through intelligent applications for tasks like patient summarization and prior authorization automation. Security measures ensure data integrity and compliance, leveraging AWS IAM for authentication. The integration of HealthLake’s robust data infrastructure with intuitive AI interfaces enables healthcare professionals to focus on improving care delivery. Visit the AWS HealthLake MCP Server documentation to explore more.

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