Medical MCP Postmessage Application

Current State: Ozwell Integration Status

❌ No Real Ozwell API Integration

Currently, this application does NOT have actual Ozwell API integration. What you have is:

1. Local simulation only - All "Ozwell" functionality is mocked

2. Missing API calls - No HTTP requests to real Ozwell endpoints

3. Incomplete implementation - Several methods are called but not implemented

🏗️ What Exists (Local Simulation)

• ✅ MCP Server with medical tools (add medication, allergies, etc.)

• ✅ PostMessage communication between iframe and parent

• ✅ Local medical data management

• ✅ Chat UI interface

• ✅ Tool execution framework

🚫 What's Missing for Real Ozwell Integration

1. API Configuration

2. API Implementation

The following methods in ozwell-integration.js need real implementation:

• generateResponse() - Make HTTP calls to Ozwell chat API

• parseToolCalls() - Parse Ozwell's tool call format

• formatResponse() - Format Ozwell responses for display

3. Authentication

• Obtain Ozwell API credentials

• Implement proper API authentication

• Handle API rate limits and errors

4. Medical Model Integration

• Configure Ozwell medical model

• Set up medical-specific prompts and context

• Implement medical safety guardrails

Related MCP server: AppSignal MCP Server

🔧 How to Add Real Ozwell Integration

Step 1: Get Ozwell API Access

1. Sign up for Ozwell API access

2. Obtain API key and model information

3. Review Ozwell's medical API documentation

Step 2: Update Configuration

Step 3: Implement API Calls

The ozwell-integration.js file has been updated with a template for real API integration. You need to:

1. Replace the API URL and authentication

2. Implement proper error handling

3. Add medical context to API calls

4. Handle streaming responses

Step 4: Test Integration

📁 Current Architecture

🚀 To Run Current Application

Access:

• Parent app: http://localhost:3000/parent-app/

• Agent iframe: http://localhost:3000/agent-iframe/

⚠️ Important Notes

1. This is currently a proof-of-concept with local simulation only

2. No real AI or Ozwell integration exists yet

3. Medical data is simulated for demonstration purposes

4. Not suitable for production medical use without proper integration

🎯 Next Steps

1. Obtain Ozwell API credentials

2. Implement real API calls in ozwell-integration.js

3. Add proper error handling and rate limiting

4. Test with real medical scenarios

5. Add medical safety and compliance features

Environment Configuration

API Keys Setup

1. Copy the environment template:

   cp .env.example .env

2. Add your API credentials to

   OZWELL_API_KEY=your_actual_api_key_here OZWELL_BASE_URL=https://ai.bluehive.com/api/v1/completion OZWELL_MODEL=ozwell-medical-v1 FORCE_SIMULATION_MODE=false

3. The

   • The API key will be fetched from the environment variable

   • Fallback to hardcoded values if .env file is not available

   • Never commit the .env file to version control (it's in .gitignore)

Security Notes

• Keep your API keys secure and never commit them to version control

• Use .env.example as a template for other developers

• The application will fall back to hardcoded values if environment loading fails