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

Fhirfly MCP

by FHIRfly-ioversion 0.9.0i★ 0iRuns on your computer
Registry nameio.fhirfly/mcp-server

How to install

Overview

Description from the maker (original English)

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

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.

Passed 3/3 checks · Runs on your computer

First: which AI do you use?

Pick your app and the steps appear below.

Works with Claude, with some setup first

You need a Fhirfly MCP key (sign up on the maker’s site, may cost money) · Install Node.js on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone

  1. Install Node.js

    One time only; it works for every server that needs Node.js

    Open the Node.js download page ↗

  2. Sign up and create a Fhirfly MCP key

    Open the maker’s site, sign up and create an API key for the next step. It may cost money.

    How to get a key is in the maker’s README below

  3. Open the Claude desktop app’s settings file

    SettingsDeveloperEdit Config

  4. Paste these settings and save the file

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

    Paste the key only into the app’s field, never into a chat or to anyone

  5. Quit Claude and open it again

  6. Try it

    Use Fhirfly MCP and tell me what you can do for me, then show me one thing

    ✓ If Claude says it is using Fhirfly MCP or shows a Fhirfly MCP tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

ChatGPT cannot connect Fhirfly MCP yet

Fhirfly MCP runs on your computer, but ChatGPT can only connect servers that run on the web

What you can do instead

A · Use an app that can connect Fhirfly MCP

  • You need a Fhirfly MCP key (sign up on the maker’s site, may cost money) · Install Node.js on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone
  • You need a Fhirfly MCP key (sign up on the maker’s site, may cost money) · Install Node.js on your computer first (one time)
  • You need a Fhirfly MCP key (sign up on the maker’s site, may cost money) · Install Node.js on your computer first (one time)
  • You need a Fhirfly MCP key (sign up on the maker’s site, may cost money) · Install Node.js on your computer first (one time)

B · Others in Clinics & health that work with ChatGPT

Picked from the most used in the same category, only ones that connect by address with no key

Works with Claude Code, with some setup first

You need a Fhirfly MCP key (sign up on the maker’s site, may cost money) · Install Node.js on your computer first (one time)

  1. Install Node.js

    One time only; it works for every server that needs Node.js

    Open the Node.js download page ↗

  2. Sign up and create a Fhirfly MCP key

    Open the maker’s site, sign up and create an API key for the next step. It may cost money.

    How to get a key is in the maker’s README below

  3. Open Terminal

    Mac: press Command+Space and type Terminal · Windows: open PowerShell

  4. Paste this command and press Enter

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

    Replace “your-value” with your key before pressing Enter

    Paste the key only into the app’s field, never into a chat or to anyone

  5. Type /mcp in Claude Code

    You should see Fhirfly MCP listed as connected

  6. Try it

    Use Fhirfly MCP and tell me what you can do for me, then show me one thing

    ✓ If Claude Code says it is using Fhirfly MCP or shows a Fhirfly MCP tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Cursor, with some setup first

You need a Fhirfly MCP key (sign up on the maker’s site, may cost money) · Install Node.js on your computer first (one time)

  1. Install Node.js

    One time only; it works for every server that needs Node.js

    Open the Node.js download page ↗

  2. Sign up and create a Fhirfly MCP key

    Open the maker’s site, sign up and create an API key for the next step. It may cost money.

    How to get a key is in the maker’s README below

  3. Click this button to open Cursor

    Open in Cursor

    Cursor asks you to confirm; click Install

  4. Fill in your key

    In the Fhirfly MCP settings, FHIRFLY_API_KEY is empty; add your key and save

    Paste the key only into the app’s field, never into a chat or to anyone

  5. Open the AI chat in Cursor in Agent mode

  6. Try it

    Use Fhirfly MCP and tell me what you can do for me, then show me one thing

    ✓ If Cursor says it is using Fhirfly MCP or shows a Fhirfly MCP tool in the answer, you are connected

Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with VS Code, with some setup first

You need a Fhirfly MCP key (sign up on the maker’s site, may cost money) · Install Node.js on your computer first (one time)

  1. Install Node.js

    One time only; it works for every server that needs Node.js

    Open the Node.js download page ↗

  2. Sign up and create a Fhirfly MCP key

    Open the maker’s site, sign up and create an API key for the next step. It may cost money.

    How to get a key is in the maker’s README below

  3. Click this button to open VS Code

    Open in VS Code

    VS Code asks you to confirm; click Install

  4. Fill in your key

    In the Fhirfly MCP settings, FHIRFLY_API_KEY is empty; add your key and save

    Paste the key only into the app’s field, never into a chat or to anyone

  5. Open the AI chat in VS Code in Agent mode

  6. Try it

    Use Fhirfly MCP and tell me what you can do for me, then show me one thing

    ✓ If VS Code says it is using Fhirfly MCP or shows a Fhirfly MCP tool in the answer, you are connected

Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.

See every app that uses MCP →

JSON settings are under “For developers” below

Stuck? Ask people who use Fhirfly MCP💬 Discussion →
For developers: Terminal commands and JSON settings

Installed on your computer

Claude Code

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

Claude Desktop (claude_desktop_config.json)

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

Cursor (~/.cursor/mcp.json)

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

VS Code (mcp.json)

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

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.

At a glance

Downloads per weeki
77/wk
Verified domain
✓ fhirfly.io
Connection
Runs on your computer
Latest versioni
0.9.0
Published to registryi
Jul 3, 2026
Code last changedi
Sep 11, 2026
Maker
FHIRfly-io
Packages
npm: @fhirfly-io/mcp-server
Registry status
Active

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Run on your computer in

ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast

All apps, with pros and cons →

Related guides

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 11, 2026

  • ✓ Pass

    Maker matches the repo

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

  • ✓ Pass

    Still maintained

    Code last changed 2 months ago

  • ✓ Pass

    Has a licence

    Uses MIT

  • – 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

Discussion

Ask, share a tip or report that it does not work. Sorted by what people marked helpful.

No posts yet. Be the first to ask or share.

Posts here are written by users, not the PopNx team.

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User reviews

No reviews yet

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Compared with others in Clinics & healthi

  • More stars than 0% of the other 1075 servers in this category
  • Published to the registry more recently than 18% of the other 1075 servers in this category
  • Basic checks equal to or better than 100% of the other 1075 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 3 of 3 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 2 months ago, 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: Medplum MCP, Mirobody, Apple Health

Alternatives

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

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

Medplum MCP

Securely access and manage FHIR healthcare data stored in Medplum.

by medplumWidely used★ 2.8KUpdated 4 months ago

Runs in the cloud✓ medplum.com

Mirobody

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

by thetahealthGrowing↓ 290/wk★ 1.5KUpdated yesterday

Runs on your computer✓ thetahealth.ai

Apple Health

Local-first Apple Health MCP server for questions about your sleep, workouts and heart data.

by neiltronGrowing↓ 106/wk★ 575Updated 2 months ago

Runs on your computer

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