StockSpark MCP Server
An MCP server for AI-powered vehicle dealership management.
StockSpark MCP Server
A production-ready Model Context Protocol (MCP) server that provides AI agents with 36 specialized tools for complete vehicle dealership management through the StockSpark/Carspark API platform.
🚀 Quick Start
1. Install
git clone https://github.com/loukach/stockspark-mcp-poc.git
cd stockspark-mcp-poc
npm install
2. Configure
Create .env file with your credentials:
# Required - Your StockSpark credentials
[email protected]
STOCKSPARK_PASSWORD=your-password
# Optional - Override defaults if needed
# STOCKSPARK_COUNTRY=it # Default: it
# LOG_LEVEL=debug # Default: info
3. Test Connection
npm test
4. Connect to Claude Desktop
Add to your Claude Desktop config:
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"stockspark": {
"command": "node",
"args": ["/absolute/path/to/stockspark-mcp-poc/src/index.js"],
"env": {
"STOCKSPARK_USERNAME": "[email protected]",
"STOCKSPARK_PASSWORD": "your-password"
}
}
}
}
📋 Available Tools (36 Total)
🏢 Organization Management (5 tools)
get_user_context- View current company/dealer selectionlist_user_companies- List accessible companiesselect_company- Choose working companylist_company_dealers- List company's dealersselect_dealer- Choose working dealer
🔍 Vehicle Reference Data (10 tools)
search_vehicle_versions- Progressive search for vehicle specificationscompare_vehicle_versions- Compare similar trims/versionsget_vehicle_version_template- Get complete vehicle data templateget_vehicle_makes- List available manufacturersget_vehicle_models- Get models for a makeget_vehicle_trims- Get trim levels with specificationsget_vehicle_transmissions- Available transmission typesget_vehicle_bodies- Body style optionsget_vehicle_fuels- Fuel type optionsget_vehicle_colors- Available colors
🚗 Vehicle Management (6 tools)
add_vehicle- Create new vehicle (template or manual)get_vehicle- Retrieve vehicle detailslist_vehicles- Search/filter inventory with sortingupdate_vehicle- Modify vehicle dataupdate_vehicle_price- Quick price updatesdelete_vehicle- Remove vehicle (with confirmation)
📸 Image Management (4 tools)
upload_vehicle_images- Bulk upload from files/URLsget_vehicle_images- List vehicle imagesset_vehicle_main_image- Set primary display imagedelete_vehicle_image- Remove specific images
📊 Analytics & Intelligence (4 tools)
get_underperforming_vehicles- Identify slow-moving inventoryanalyze_inventory_health- Overall stock metricsapply_bulk_discount- Strategic bulk pricingget_pricing_recommendations- AI-powered pricing suggestions
🌐 Publishing (4 tools)
publish_vehicle- Push to portals (MyPortal, Automobile.it)unpublish_vehicle- Remove from portalsget_publication_status- Check publishing statuslist_available_portals- Show configured channels
📈 Lead Analysis (2 tools)
get_vehicle_leads- Customer inquiry trackinganalyze_lead_trends- Lead performance insights
⚡ Performance (1 tool)
get_mcp_performance- System performance metrics
💡 Common Workflows
Create a Vehicle (3 Steps)
1. search_vehicle_versions → Find specifications
2. get_vehicle_version_template → Get complete data
3. add_vehicle → Create with template + price
Analyze & Optimize Inventory
1. get_underperforming_vehicles → Find slow movers
2. get_pricing_recommendations → Get AI suggestions
3. apply_bulk_discount → Execute pricing strategy
Upload Images
For files: upload_vehicle_images with file paths
For pasted images: Save to disk first, then upload
🔧 Advanced Features
Enhanced Vehicle Search
// Sort by newest first
list_vehicles({ sort: "creationDate:desc" })
// Filter by make and model
list_vehicles({ make: "BMW", model: "Serie 3" })
// Find vehicles needing images
list_vehicles({ hasImages: false })
// Complex filtering
list_vehicles({
vehicleType: "USED",
kmMax: 50000,
maxPrice: 25000,
sort: "price:asc"
})
Natural Language Examples
"Add a 2023 BMW 320d with 15k km at €45,000"
"Show me vehicles over 90 days in stock"
"Upload these images to vehicle 12345"
"Apply 10% discount to all Mercedes over 60 days"
"Publish my best SUVs to all portals"
📚 Documentation
- AI Agent Guide (CLAUDE.md) - For AI agents working with the codebase
- Documentation Index - Complete documentation guide
- Known Issues - Current limitations and fixes
🧪 Testing
npm test # Run all tests
npm run test:unit # Unit tests only
npm run test:verbose # Detailed output
🏗️ Architecture
- 36 MCP Tools across 8 specialized modules
- OAuth2 Authentication with auto-refresh
- Multi-tenant Support for companies/dealers
- Error Recovery with retry logic
- Structured Logging for debugging
- 70%+ Test Coverage with real API testing
⚙️ Environment Variables
Required
STOCKSPARK_USERNAME- Your login emailSTOCKSPARK_PASSWORD- Your password
Optional
STOCKSPARK_COUNTRY- Market (it/fr/de/es), default: itLOG_LEVEL- Logging detail (debug/info/warn/error)MYPORTAL_ACTIVATION_CODE- For MyPortal publishingAUTOMOBILE_IT_ACTIVATION_CODE- For Automobile.itSTOCKSPARK_API_KEY- For lead tracking features
API Endpoints (Hardcoded Defaults)
The following are built into the code and rarely need override:
- Auth URL:
https://auth.motork.io/realms/prod/protocol/openid-connect/token - API URL:
https://carspark-api.dealerk.com - Client ID:
carspark-api
📈 Recent Updates
✅ Completed
- Tool consolidation: 41 → 36 tools (12% reduction)
- Enhanced vehicle search with sorting and smart filtering
- Fixed date field mapping for proper creation dates
- Vehicle deletion with safety confirmation
- Hardcoded API defaults (only username/password required)
🔧 Known Issues
- Auto-main image not setting correctly on upload
hasImagesflag showing false even with images
📞 Support
- Check test output:
npm run test:verbose - Review logs with
LOG_LEVEL=debug - See KNOWN_ISSUES.md for solutions
- Verify credentials in
.envfile
Production-ready MCP server providing complete vehicle dealership management for AI agents.
相关服务器
cerngitlab-mcp
CERN GitLab MCP Server
Topaz Labs Enhance
AI image enhancement (upscaling, denoising, sharpening) via the Topaz Labs cloud API.
Korea Investment & Securities (KIS) REST API
Provides stock trading and market data using the Korea Investment & Securities (KIS) REST API.
Canvelete
API-first platform for image optimization and document design. Generate optimized images, PDFs, and documents at scale with our visual editor and REST API.
Greetwell Travel Experiences
Greetwell curates authentic local experiences in over 500 destinations, and its MCP server lets you search, explore details, check availability, get complementary recommendations, and book activities.
Pylon
20+ pay-per-request APIs for AI agents — screenshots, web scraping, PDF, OCR, search, QR codes, translation & more. No API keys needed. Pay with USDC via x402. npm: @pylonapi/mcp
ThinkPLC-MCP
Interface with SIEMENS PLC S7-1500/1200 using their JSON-RPC 2.0 API, exposing PLC functionalities as MCP tools for programmatic interaction.
MoneyChoice
Quantum-Powered Economic Forecasting
httpay x402 MCP Server
MCP server exposing 90+ crypto API tools with automatic x402 USDC micropayment handling — gas oracle, token lookup, wallet risk analysis, market mood, and more on Base.
Send247 Human Logistics
Human Logistics in the AI Layer