Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@violet-fhir List all medications for patient 123"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Status: Pre-build — the MCP tool layer is in progress. Nothing here works yet.
A FHIR data substrate plus a guideline retrieval layer, connected by an agent loop.
Two halves:
Context layer — an MCP server exposing a FHIR endpoint as deterministic tools. Read-only. This is the foundation everything else sits on.
Guideline layer — retrieval with citations over public clinical practice guidelines. Never sees patient data.
The output is always a cited draft for a pharmacist, never an assertion and never an action.
Related MCP server: FhirMCP
A portfolio artifact that demonstrates MCP, RAG, agent loops, and A2A in a clinical context.
VA/DoD Clinical Practice Guidelines are authoritative, freely published documents — and they live as PDFs. A June 2026 VA OIG review of generative AI chat tools in clinical use found that VA does not curate the prompts staff use for clinical care and documentation, with sharing happening informally instead. The demand for AI assistance at the point of care is real and already being met without provenance. VA OIG 26-00182-140
Not clinical decision support. This is retrieval with provenance. The pharmacist remains the decision-maker; the system's job is to show its work.
Not write-enabled. Read-only against FHIR. No order placement, no chart write-back, ever.
Not PHI-touching in development. Synthetic data only (SMART sandbox, HAPI public server, Synthea).
Not a product. Portfolio artifact and community contribution. If it becomes a product later, that's a separate decision made on purpose.
This server cannot be deployed
Securely access and manage FHIR healthcare data stored in Medplum.
Read and write patients, facilities, medical documents, and consolidated FHIR records in Metriport.
Privacy-preserving synthetic health data generation. FHIR R4/R5 compliant.
Read-only U.S. lab-test catalog, collection-site search, and reference-range context.
