StockSpark MCP Server

# Next Steps & Future Enhancements ## 🚀 Priority Enhancements ### 1. Lead Management Integration 🆕 - **Objective**: Add comprehensive lead management capabilities - **API Endpoint**: `https://api.dealerk.it/v2/` lead list endpoint - **Features to implement**: - `list_leads` - Fetch and filter customer leads - `get_lead_analytics` - Lead generation metrics - **Priority**: High - Critical for complete CRM integration - **Estimated effort**: 2-3 days - **Dependencies**: Access to Dealerk v2 API credentials ### 2. Image Upload Refinement - **Issue**: Uploaded images not set as main image properly - **Affected vehicles**: FIAT 500 (ID: 9476352) - **Symptom**: Images upload successfully but appear as "ghost" images (not visible in UI) - **Root cause**: Uploaded images have `"main": false` instead of `"main": true` - **Location**: `src/api/images.js:78-80` - main image setting logic - **Next steps**: - [ ] Fix main image setting logic in upload process - [ ] Add validation to ensure uploaded images are properly set as main - [ ] Add retry logic for main image setting - [ ] Test with actual image files (not cross-vehicle uploads) - **Priority**: Medium - **Estimated effort**: 1 day ### 3. Portal Publishing System - **Issue**: Publication endpoints return 404 Not Found - **Affected endpoints**: - `/{country}/publications/{vehicleId}/{activationCode}:publish` - `/{country}/publications/{vehicleId}/{activationCode}:unpublish` - **Root cause**: Invalid activation codes or incorrect API structure - **Next steps**: - [ ] Investigate correct publication API endpoints - [ ] Obtain valid portal activation codes - [ ] Test with proper portal credentials - [ ] Add better error handling for publication failures - [ ] Document correct portal configuration - **Priority**: Medium - **Estimated effort**: 2 days ## 📈 Performance & Scalability ### Analytics Optimization - [ ] Consider caching image counts to reduce API calls - [ ] Add batch vehicle detail fetching - [ ] Optimize performance for large inventories (>50 vehicles) - [ ] Implement pagination for large datasets - [ ] Add performance metrics and monitoring ### API Efficiency - [ ] Implement request caching for frequently accessed data - [ ] Add connection pooling for better performance - [ ] Optimize batch operations - [ ] Add rate limiting protection ## 🛠️ Advanced Features ### 4. Advanced Lead Analytics 🆕 - **Integration with vehicle analytics**: - Lead-to-sale conversion rates by vehicle - Lead source effectiveness analysis - Customer interest patterns by vehicle type - Pricing impact on lead conversion - **Cross-system insights**: - Vehicles with high leads but low conversions - Lead response time optimization - Seasonal demand patterns - **AI-powered recommendations**: - Best vehicles to showcase to specific leads - Optimal pricing based on lead activity - Lead nurturing strategies ### 5. Multi-Dealership Support - [ ] Support multiple dealer accounts in single instance - [ ] Dealer-specific configuration management - [ ] Cross-dealership analytics and benchmarking - [ ] Centralized reporting and insights ### 6. Real-time Notifications - [ ] Webhook support for real-time updates - [ ] Lead notification system - [ ] Inventory change alerts - [ ] Performance threshold notifications ### 7. Enhanced Security - [ ] Role-based access control - [ ] API key rotation - [ ] Audit logging - [ ] Data encryption for sensitive information ## Test Data Issues ### Cross-vehicle Image Upload - **Issue**: Uploaded Citroën Aircross image to FIAT 500 vehicle - **Result**: Wrong image associated with wrong vehicle - **Note**: This was done for testing purposes but creates confusion - **Recommendation**: Use vehicle-appropriate test images in future ## Configuration ### Current Test Environment - **API URL**: https://carspark-api.dealerk.com - **Country**: it - **Company ID**: 35430 - **Dealer ID**: 196036 - **Test Vehicle IDs**: - 9476352 (FIAT 500) - has 1 uploaded test image - 9476387 (VW T-Cross) - has 13 proper images - 9690266 (Aprilia Amico) - has 0 images ### Environment Variables Needed ``` MYPORTAL_ACTIVATION_CODE=<actual_portal_code> AUTOMOBILE_IT_ACTIVATION_CODE=<actual_portal_code> ```