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PopNx MCPMCP servers for people who use AI · explained in plain words

Fhirfly MCP

by FHIRfly-ioversion 0.9.0i★ –iRuns on your computer
Registry nameio.fhirfly/mcp-server

Install

Overview

Description from the maker (original English)

Healthcare reference data for AI agents: providers, drugs, diagnoses, labs, codes, claims.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs on your computer
  • Transport: stdio
  • Category: Clinics & health
  • You need to fill in: FHIRFLY_API_KEY

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • You fill in yourself: FHIRFLY_API_KEY

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "fhirfly": {
      "command": "npx",
      "args": [
        "-y",
        "@fhirfly-io/mcp-server"
      ],
      "env": {
        "FHIRFLY_API_KEY": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add fhirfly --env FHIRFLY_API_KEY=your-value -- npx -y @fhirfly-io/mcp-server

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "fhirfly": {
      "command": "npx",
      "args": [
        "-y",
        "@fhirfly-io/mcp-server"
      ],
      "env": {
        "FHIRFLY_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "fhirfly": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@fhirfly-io/mcp-server"
      ],
      "env": {
        "FHIRFLY_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

  • FHIRFLY_API_KEY secret required env
    FHIRfly API key (get one at https://fhirfly.io)

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified against the domain fhirfly.io (the registry checks domain ownership)

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Clinics & healthi

  • More stars than 0% of the other 866 servers in this category
  • Published to the registry more recently than 22% of the other 866 servers in this category
  • Basic checks equal to or better than 100% of the other 866 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Fhirfly MCP safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: FHIRFLY_API_KEY

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.9.0) reached the registry 4 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: Mirobody, FHIR MCP Server, Google Health MCP

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Mirobody

by thetahealth

Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.

Runs on your computer★ 1,408Apache-2.0Updated 5 days ago
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MCP server providing seamless access to FHIR APIs for AI tools and healthcare applications

Runs on your computer★ 137Apache-2.0Updated 9 days ago
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Google Health MCP

by davidmosiah

Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents

Runs on your computer★ 79MITUpdated 4 months ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

@fhirfly-io/mcp-server

MCP (Model Context Protocol) server for connecting Claude Desktop to FHIRfly healthcare reference data APIs.

What is this?

This package lets Claude Desktop look up real healthcare reference data including:

  • NDC - Drug products and packages (FDA)
  • NPI - Healthcare provider identifiers (CMS)
  • RxNorm - Drug terminology (NLM)
  • LOINC - Laboratory codes (Regenstrief Institute)
  • ICD-10 - Diagnosis and procedure codes (CMS)
  • CVX/MVX - Vaccine codes (CDC)
  • FDA Drug Labels - Prescribing information
  • SNOMED CT - Clinical concepts (IPS free set)
  • HCC - CMS Hierarchical Condition Category risk adjustment mappings
  • OPCS-4 - UK NHS procedure classification codes
  • dm+d - UK Dictionary of Medicines and Devices (NHS)
  • UCUM - Unified Code for Units of Measure (NLM)
  • RxClass - Drug classification hierarchy (NLM)
  • HCPCS - Level II procedure and supply codes (CMS)
  • MS-DRG - Diagnosis Related Groups for inpatient payment (CMS)
  • POS - Place of Service codes for claims submission (CMS)
  • J-Code/NDC Crosswalk - Bidirectional HCPCS J-code to NDC mapping (CMS)
  • DDI Reference — Drug-drug interaction text from FDA labels + RxNorm enrichment
  • Connectivity - Provider FHIR endpoints and Direct addresses
  • SMA - State Medicaid Agency FHIR endpoint directory (CMS)
  • Claims Intelligence - NCCI edits, MUE limits, PFS/RVU data, coverage determinations

When you ask Claude about medications, providers, or clinical codes, it can look up accurate, current information instead of relying on training data.

Prerequisites

  1. Claude Desktop - Download from claude.ai/download
  2. Node.js 18+ - Download from nodejs.org
  3. FHIRfly API Key - Get one at fhirfly.io (free tier available)

Quick Setup

Step 1: Get a FHIRfly API Key
  1. Go to fhirfly.io and sign up
  2. Navigate to Dashboard > Credentials
  3. Click Create Credential and select MCP (Claude Desktop)
  4. Copy your API key (starts with ffly_)
Step 2: Configure Claude Desktop

Find your Claude Desktop config file:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json

Add the FHIRfly server configuration:

{

"mcpServers": { "fhirfly": { "command": "npx", "args": ["-y", "@fhirfly-io/mcp-server"], "env": { "FHIRFLY_API_KEY": "ffly_live_your_key_here" } } } }

Replace ffly_live_your_key_here with your actual API key.

Step 3: Restart Claude Desktop

Completely quit Claude Desktop and reopen it. The FHIRfly tools should now be available.

Verify It Works

Try asking Claude:

  • "What is NDC 0069-0151-01?"
  • "Look up NPI 1234567893"
  • "Search for COVID vaccines in the CVX database"
  • "What are the drug interactions for Lipitor?"
  • "Which states have implemented Medicaid FHIR endpoints?"
  • "Show me the FHIR endpoint details for California's Medicaid program"
  • "What is the UCUM code for milligrams per deciliter?"
  • "Convert 100 mg to grams"
  • "What drugs are in the HMG-CoA Reductase Inhibitors class?"
  • "Check interactions between aspirin and warfarin"

Claude should use the FHIRfly tools to look up real data.

Available Tools

ToolDescription
ndc_getLook up drug by NDC code
ndc_searchSearch drugs by name, ingredient, etc.
npi_getLook up provider by NPI number
npi_searchSearch providers by name, specialty, location
rxnorm_getLook up drug by RxCUI
rxnorm_searchSearch drug terminology
loinc_getLook up lab test by LOINC code
loinc_searchSearch lab codes
icd10_getLook up diagnosis/procedure code
icd10_searchSearch ICD-10 codes
cvx_getLook up vaccine by CVX code
cvx_searchSearch vaccine codes
mvx_getLook up vaccine manufacturer
mvx_searchSearch manufacturers
fda_label_lookupLook up FDA drug label
fda_label_searchSearch drug labels
fda_label_safetyGet safety info (boxed warnings, contraindications)
fda_label_interactionsGet drug interaction info
fda_label_dosingGet dosing information
fda_label_sectionsGet specific label sections
snomed_getLook up clinical concept by SNOMED CT ID
snomed_searchSearch SNOMED CT IPS concepts
snomed_mappingsFind cross-terminology mappings for a SNOMED concept
npi_connectivityLook up provider connectivity (FHIR endpoints)
sma_list_statesList states with Medicaid FHIR endpoint status
sma_get_stateGet SMA FHIR endpoint details for a state
sma_statsGet aggregate SMA implementation statistics
ncci_validateCheck if two codes can be billed together (NCCI)
mue_lookupLook up max units of service (MUE limits)
pfs_lookupLook up Medicare fee schedule / RVU data
coverage_checkCheck LCD/NCD coverage determinations
HCPCS / MS-DRG / POS / J-Code Tools
hcpcs_getLook up an HCPCS Level II procedure/supply code
hcpcs_modifier_getLook up an HCPCS modifier code
hcpcs_searchSearch HCPCS Level II codes
msdrg_getLook up an MS-DRG code
msdrg_searchSearch MS-DRG codes
pos_getLook up a Place of Service code
jcode_by_hcpcsFind NDCs mapped to a J-code/HCPCS code
jcode_by_ndcFind HCPCS codes mapped to an NDC
HCC / OPCS-4 Tools
hcc_getLook up HCC risk adjustment mappings for an ICD-10 code
hcc_reverseFind all ICD-10 codes mapping to a given HCC category
hcc_searchSearch the HCC crosswalk by code, model, or category
opcs4_getLook up an OPCS-4 UK NHS procedure code
opcs4_searchSearch OPCS-4 procedure codes
dm+d Tools
dmd_getLook up a UK dm+d medicine/device by SNOMED code
dmd_searchSearch UK dm+d medicines and devices
UCUM Tools
ucum_getLook up a UCUM unit code (e.g., mg, mL, kg/m2)
ucum_searchSearch units of measure by name or description
ucum_validateValidate a UCUM expression for correctness
ucum_convertConvert a value between compatible UCUM units
RxClass Tools
rxclass_getLook up a drug class by class ID
rxclass_searchSearch drug classifications by name or type
rxclass_membersList drugs belonging to a drug class
DDI Tools
check_drug_interactionsCheck drug-drug interactions for multiple drugs (FDA label text + RxNorm)

Configuration Options

Environment VariableDescriptionDefault
FHIRFLY_API_KEYYour FHIRfly API key (required)-
FHIRFLY_API_URLAPI base URLhttps://api.fhirfly.io
FHIRFLY_DEBUGEnable debug logging (1 or true)false
FHIRFLY_TIMEOUTFetch timeout in milliseconds30000

Troubleshooting

"FHIRFLY_API_KEY environment variable is required"

Your API key isn't configured. Make sure:

  1. You have a valid API key from fhirfly.io
  2. It's set in the env section of your Claude Desktop config
  3. The key starts with ffly_
"Invalid API key format"

FHIRfly API keys start with ffly_. Check that you copied the full key.

"Authentication failed"

Your API key may be invalid or expired. Generate a new one at fhirfly.io/dashboard/credentials.

Claude doesn't show FHIRfly tools
  1. Make sure you completely quit and restarted Claude Desktop
  2. Check your config file syntax (must be valid JSON)
  3. Enable debug mode to see what's happening:
{

"mcpServers": { "fhirfly": { "command": "npx", "args": ["-y", "@fhirfly-io/mcp-server"], "env": { "FHIRFLY_API_KEY": "your_key", "FHIRFLY_DEBUG": "1" } } } }

"Rate limit exceeded"

You've hit your plan's rate limit. Wait a moment and try again, or upgrade your plan at fhirfly.io.

How It Works

┌─────────────────┐     ┌─────────────────┐     ┌─────────────────┐

│ Claude Desktop │────▶│ This Package │────▶│ FHIRfly API │ │ │ │ (runs locally) │ │ (cloud) │ │ "What is │◀────│ │◀────│ │ │ NDC 123..." │ │ Translates MCP │ │ Returns drug │ │ │ │ ↔ HTTPS │ │ data │ └─────────────────┘ └─────────────────┘ └─────────────────┘

This package runs on your computer as a bridge between Claude Desktop and the FHIRfly API. It:

  1. Receives requests from Claude Desktop via stdin
  2. Translates them to HTTPS requests to FHIRfly
  3. Returns the results to Claude via stdout

Your API key is sent to FHIRfly over HTTPS. No healthcare data is stored locally.

Links

Data Sources & Licensing

Data SourceProviderLicense
NDC DirectoryFDAPublic domain
NPPES (NPI)CMSPublic domain
RxNormNLM (NIH)UMLS license (free)
LOINCRegenstrief InstituteFree with attribution
ICD-10-CM/PCSCMSPublic domain
CVX/MVXCDCPublic domain
FDA Drug LabelsFDA/openFDAPublic domain
SNOMED CT IPSSNOMED InternationalCC BY 4.0
HCC CrosswalkCMSPublic domain
OPCS-4NHS EnglandOGL v3.0 (Crown copyright)
dm+dNHS England / NHSBSAOGL v3.0 (Crown copyright)
UCUMNLM (NIH) / Regenstrief InstituteFree with attribution
RxClassNLM (NIH)UMLS license (free)
SMA Endpoint DirectoryCMSPublic domain
HCPCS Level IICMSPublic domain
MS-DRGCMSPublic domain
Place of ServiceCMSPublic domain
J-Code/NDC CrosswalkCMSPublic domain
NCCI/MUE/PFSCMSPublic domain
DDI ReferenceFDA + NLMPublic domain

FHIRfly aggregates and indexes these data sources. See fhirfly.io/docs for details.

Changelog

See CHANGELOG.md for release history.

License

MIT - see LICENSE

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