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by the-momentum • Healthcare & Bioinformatics
A Model Context Protocol (MCP) server that lets LLM-based agents query and manipulate FHIR-compliant clinical data, perform document ingestion and semantic search, and integrate with terminology services.
Perform natural-language CRUD operations on FHIR resources (Patient, Observation, Condition, Medication, etc.) against a FHIR server.
Ingest, chunk, embed and semantically search clinical documents using a Pinecone vector store for retrieval-augmented generation.
Standardized code resolution and validation for lab tests via LOINC integration and to generate or populate synthetic FHIR test data.
FHIR MCP Server implements a full MCP interface for interacting with FHIR backends, enabling natural-language-driven CRUD operations on FHIR resources. It includes AI-powered document ingestion and chunking, Pinecone-based vector search for semantic retrieval, and optional LOINC integration for terminology lookup. The server supports OAuth2 authentication, is container-ready with Docker, and is designed to be RAG-ready for LLM agents to provide context-aware clinical responses.
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