Healthcare data enrichment, simplified

Raw FHIR resources lack display names, drug details, and provider info. FHIRfly fills the gaps so you can focus on building compliant apps—not maintaining reference databases.

Enrich sparse data instantly
# Raw codes in, rich data out
NDC: 00093-7180-01 Metformin HCl 500mg Tablet
NPI: 1234567890 Dr. Jane Smith, MD (Cardiology)
LOINC: 2345-7 Glucose [Mass/vol] in Serum
9.3M
Healthcare Providers
NPI Registry
228K
Drug Concepts
RxNorm
108K
Lab & Clinical Codes
LOINC
126K
Diagnosis Codes
ICD-10

Sourced daily from official registries

FDACMS / NPINLM / RxNormRegenstrief Institute / LOINCCDC

You have enough to build. Let us handle the reference data.

Developers building for CMS mandates and Rural Health initiatives are already juggling compliance, security, and UX. You shouldn't also need to maintain reference databases just to display a drug's name or a provider's specialty.

Sparse Drug Data

FHIR MedicationRequest may have an NDC code but drug name, strength, and form are often missing or inconsistent

FHIRfly returns the complete drug profile in milliseconds

Anonymous Providers

Claims have NPI numbers but no name, specialty, or location

FHIRfly enriches with full provider details and taxonomy

Cryptic Lab Results

Observation resources have LOINC codes but no human-readable names

FHIRfly adds display names, units, and clinical context

MCP Ready

Authoritative data for AI agents

LLMs hallucinate. Healthcare can't afford that. FHIRfly provides definitive reference data with provenance—perfect for MCP-aware AI agents doing real clinical work.

  • Real data from authoritative sources, not generated content
  • Structured responses optimized for agent consumption
  • Full-text search across all terminology systems
Claude + FHIRfly MCP
// Agent looks up drug details
{ tool: "rxnorm_get",
rxcui: "861004" }
// Returns authoritative data
{
"name": "metformin 500 MG",
"tty": "SCD",
"ingredients": [...],
"drug_classes": [...]
}
SMART Health Links

Share patient records with a QR code

Build SMART Health Links into your app in minutes. Create encrypted, patient-controlled health records that anyone can scan—no portal login, no fax, no app install required.

  • Zero-knowledge encryption—the server never sees the data
  • Passcode protection and access limits built in
  • IPS Bundle builder with FHIRfly terminology enrichment
Build a shareable health record
// Build an IPS Bundle
const bundle = await IPS.Bundle.create(patient)
.addMedication({ byNDC: "00071-0155" })
.addCondition({ byICD10: "E11.9" })
// Encrypt & generate QR code
const shl = await SHL.create(bundle, {
passcode: "1234",
maxAccesses: 5,
})
// → QR code PNG + shlink:/ URL
shl.qrCode
shl.url
shl.manifest

How much are claim denials costing you?

Use our free calculator to estimate preventable denial losses and see which FHIRfly APIs can recover revenue.

Open Calculator

Building for Rural Health?

FHIRfly provides the data infrastructure that RHTP-funded projects need—terminology APIs, connectivity intelligence, and claims validation in one platform.

Learn More

Ready to simplify your healthcare data?

Start with 10,000 free requests per month. No credit card required.