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azure-fhir-mcp-server

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Azure AHDS FHIR MCP Server

15 stars PythonAI & Machine Learning Updated Oct 11, 2025
aiazurefhirllmmcpmcp-server

Documentation

Azure AHDS FHIR MCP Server 🚀

A Model Context Protocol (MCP) server implementation for Azure Health Data Services FHIR (Fast Healthcare Interoperability Resources). This service provides a standardized interface for interacting with Azure FHIR servers, enabling healthcare data operations through MCP tools.

License
Python Version
MCP

Setup 🛠️

Installation 📦

Requires Python 3.13 or higher and `uv`.

Install uv first.

Configuration ⚙️

See the FastMCP guidance on `mcp.json` here: https://gofastmcp.com/integrations/mcp-json-configuration

Client Credentials Flow (default):

  • Used for service-to-service authentication
  • Leave `USE_FAST_MCP_OAUTH_PROXY=false`
  • Keep `HTTP_TRANSPORT=false` to use stdio transport
  • Uses Azure AD client credentials flow
json
{
    "mcpServers": {
        "fhir": {
            "type": "stdio",
            "command": "uvx",
            "args": [
                "azure-fhir-mcp-server"
            ],
            "env": {
                "fhirUrl": "https://your-fhir-server.azurehealthcareapis.com/fhir",
                "clientId": "your-client-id",
                "clientSecret": "your-client-secret",
                "tenantId": "your-tenant-id"
            }
        }
    }
}

OAuth On-Behalf-Of Flow:

Create the Azure App Registration

The OAuth on-behalf-of flow requires a confidential Azure AD application that represents the MCP server.

1. In the Azure portal, go to Microsoft Entra ID ➜ App registrations ➜ New registration. Give it a descriptive name such as `FHIR-MCP-Server`, set Supported account types to *Single tenant*, and leave the redirect URI unset for now.

2. After the app is created, capture the generated `Application (client) ID` and `Directory (tenant) ID` for later use.

3. Under Expose an API, select Set for the Application ID URI and accept the suggested value `api://{appId}`. Add a scope named `user_impersonation` with admin consent display/description also set to `user_impersonation`.

4. Under Certificates & secrets, create a New client secret (for example `FHIR-MCP-Secret-New`). Copy the secret value immediately; it is required for the MCP server `clientSecret` setting.

5. Under Authentication, add the following Web redirect URIs to support the FastMCP OAuth proxy:

    Ensure Default client type remains *No* so the app stays confidential.

    6. Under API permissions, choose Add a permission ➜ APIs my organization uses, search for your Azure Health Data Services FHIR server, and add the delegated scopes required for your scenario. Grant admin consent so the FastMCP proxy can request tokens without an interactive prompt.

    • Environment variables:
      • Start the MCP server with:
      bash
      uv pip install -e .
      uv run --env-file .env azure-fhir-mcp-server
      • Update mcp.json:
      json
      {
          "mcpServers": {
              "fhir": {
                  "type": "http",
                  "url": "http://localhost:9002/mcp"
              }
          }
      }

      The following is a table of available environment configuration variables:

      VariableDescriptionDefaultRequired
      `fhirUrl`Azure FHIR server base URL (include `/fhir`)-Yes
      `clientId`Azure App registration client ID-Yes
      `clientSecret`Azure App registration client secret-Yes
      `tenantId`Azure AD tenant ID-Yes
      `USE_FAST_MCP_OAUTH_PROXY`Enable FastMCP Azure OAuth proxy integration`false`No
      `HTTP_TRANSPORT`Run the MCP server over HTTP transport (required for OAuth proxy)`false`No
      `FASTMCP_HTTP_PORT`Port exposed when `HTTP_TRANSPORT=true``9002`No
      `FHIR_SCOPE`Override FHIR audience scope for the OBO flow (space-separated)`{fhirUrl}/.default`No
      `FASTMCP_SERVER_AUTH_AZURE_BASE_URL`Public base URL of your FastMCP server`http://localhost:9002`No
      `FASTMCP_SERVER_AUTH_AZURE_REDIRECT_PATH`OAuth callback path appended to the base URL`/auth/callback`No
      `FASTMCP_SERVER_AUTH_AZURE_IDENTIFIER_URI`Azure App registration Application ID URI`api://{clientId}`No
      `FASTMCP_SERVER_AUTH_AZURE_REQUIRED_SCOPES`Space-separated scopes requested by the Azure provider`user_impersonation`No
      `FASTMCP_SERVER_AUTH_AZURE_ADDITIONAL_AUTHORIZE_SCOPES`Optional space-separated scopes added to the authorize request-No
      `LOG_LEVEL`Logging level`INFO`No

      Available Tools 🔧

      FHIR Resource Operations

      • `search_fhir` - Search for FHIR resources based on a dictionary of search parameters
      • `get_user_info` - (OAuth only) Returns information about the authenticated Azure user

      Resource Access

      The server provides access to all standard FHIR resources through the MCP resource protocol:

      • `fhir://Patient/` - Access all Patient resources
      • `fhir://Patient/{id}` - Access a specific Patient resource
      • `fhir://Observation/` - Access all Observation resources
      • `fhir://Observation/{id}` - Access a specific Observation resource
      • `fhir://Medication/` - Access all Medication resources
      • `fhir://Medication/{id}` - Access a specific Medication resource
      • And many more...

      Development 💻

      Local Development Setup

      1 - Clone the repository:

      bash
      git clone https://github.com/erikhoward/azure-fhir-mcp-server.git
      cd azure-fhir-mcp-server

      2 - Create and activate virtual environment:

      Linux/macOS:

      bash
      python -m venv .venv
      source .venv/bin/activate

      Windows:

      bash
      python -m venv .venv
      .venv\Scripts\activate

      3 - Install dependencies:

      bash
      pip install -e ".[dev]"

      4 - Copy and configure environment variables:

      bash
      cp .env.example .env

      Edit .env with your settings:

      env
      fhirUrl=https://your-fhir-server.azurehealthcareapis.com/fhir
      clientId=your-client-id
      clientSecret=your-client-secret
      tenantId=your-tenant-id

      5 - Claude Desktop Configuration

      Open `claude_desktop_config.json` and add the following configuration.

      On MacOs, the file is located here: `~/Library/Application Support/Claude Desktop/claude_desktop_config.json`.

      On Windows, the file is located here: `%APPDATA%\Claude Desktop\claude_desktop_config.json`.

      json
      {
          "mcpServers": {
              "fhir": {
                  "command": "uv",
                  "args": [
                      "--directory",
                      "/path/to/azure-fhir-mcp-server/repo",
                      "run",
                      "azure_fhir_mcp_server"
                  ],
                  "env": {
                      "LOG_LEVEL": "DEBUG",
                      "fhirUrl": "https://your-fhir-server.azurehealthcareapis.com/fhir",
                      "clientId": "your-client-id",
                      "clientSecret": "your-client-secret",
                      "tenantId": "your-tenant-id"
                  }
              }
          }
      }

      6 - Restart Claude Desktop.

      Running Tests

      bash
      # Run all tests
      python -m pytest tests/ -v
      
      # Run with coverage
      pytest tests/ --cov=src/azure_fhir_mcp_server
      
      # Run specific test
      pytest tests/test_fastmcp_metadata.py::TestFastMCPMetadata::test_fastmcp_server_discovery -v
      
      # Run with detailed output
      pytest tests/test_fastmcp_metadata.py::TestFastMCPMetadata::test_output_detailed_metadata -v -s

      Contributions 🤝

      Contributions are welcome! Please feel free to submit a Pull Request.

      1. Fork the repository

      2. Create your feature branch (`git checkout -b feature/AmazingFeature`)

      3. Commit your changes (`git commit -m '✨ Add some AmazingFeature'`)

      4. Push to the branch (`git push origin feature/AmazingFeature`)

      5. Open a Pull Request

      License ⚖️

      Licensed under MIT - see LICENSE.md file.

      This is not an official Microsoft or Azure product.

      Frequently asked questions

      What is azure-fhir-mcp-server?

      azure-fhir-mcp-server is Azure AHDS FHIR MCP Server

      How do I install azure-fhir-mcp-server?

      Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

      Is azure-fhir-mcp-server open source?

      Yes — it is hosted on GitHub at https://github.com/erikhoward/azure-fhir-mcp-server and has 15 stars.

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