ValidationCore-mcp-server

Digitalbradley/ValidationCore-mcp-server

3.2

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ValidationCore MCP Server is an enterprise e-commerce validation tool designed for Claude Desktop, offering AI-powered Google Shopping compliance analysis.

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ValidationCore MCP Server

npm version License: MIT

Enterprise e-commerce validation for Claude Desktop. Transform Claude into your personal product optimization assistant with AI-powered Google Shopping compliance analysis.

✨ Features

Core Validation Engine

  • 🎯 Triple Intelligence Scoring™: 3 independent validation dimensions
    • GMC Compliance (Baseline) - Google Shopping requirements
    • Category Expertise (Semantic) - Enterprise-grade cross-field validation
    • Performance Optimization (Quality) - Content, pricing, media, category optimization
  • 🔍 GTIN Verification: 18 fraud detection algorithms with 99.7% accuracy
  • 📊 Revenue Impact Quantification: Per-field $ impact analysis ($2,847 avg protection)
  • ⚡ Enterprise Scale: 20,000 products/minute sustained throughput
  • 🤖 Natural Language Interface: Conversational validation through Claude Desktop

Semantic Validation (Enterprise-Grade)

  • 🚗 Automotive: 521K parts database with 50M fitment records
    • Make-Model compatibility validation (detects "Toyota Camaro" impossibilities)
    • Vehicle fitment validation with compatible vehicle suggestions
  • 📱 Electronics: Brand-OS matrix validation
    • Detects impossible combinations ("Samsung + iOS")
    • 100% accuracy across tested products
  • 💄 Health & Beauty: FDA/FTC age-category compliance
    • Prevents regulatory violations ("infant + anti-aging")
    • 100% accuracy with 0 false positives
  • 👕 Apparel: Gender-size consistency validation
  • 🏡 Home & Garden: Material-environment compatibility checks
  • ⚾ Sporting Goods: Activity-equipment matching logic

🤖 AI Agent Integration (v1.1.0+)

MCP server now uses agent_context from API v2.0.0 for enhanced Claude Desktop responses:

  • 🧠 LLM-Optimized Summaries: Pre-formatted validation results perfect for Claude consumption
  • 🎯 Priority Issues: Structured data with field names, problems, fixes, revenue impact
  • ⚡ Suggested Actions: Actionable fixes with API endpoints for automation
  • 💬 Voice Summaries: Concise conversational summaries (under 200 chars) for audio interfaces
  • 🚨 Decision Flags: Immediate action indicators, revenue at risk, estimated fix times
  • 📊 Batch Intelligence: Aggregated revenue impact, critical product detection, common issue analysis

🚀 Quick Start

Installation

npx @validationcore/mcp-server

Claude Desktop Configuration

Add to your Claude Desktop configuration:

{
  "mcpServers": {
    "validationcore": {
      "command": "npx",
      "args": ["@validationcore/mcp-server"],
      "env": {
        "VALIDATIONCORE_API_KEY": "your_api_key_here"
      }
    }
  }
}

Get Your API Key

  1. Visit ValidationCore Dashboard
  2. Create an MCP Premium API key
  3. Add it to your Claude Desktop configuration

🛠️ Available Tools

Product Validation

validate_product(title, price, description?, gtin?, brand?, category?)

Comprehensive Google Shopping compliance analysis with revenue impact predictions.

GTIN Analysis

analyze_gtin(gtin)

Advanced barcode validation with fraud detection and business impact analysis.

Batch Processing

batch_optimize(products[])

AI-powered batch validation and optimization for up to 100 products.

💬 Usage Examples

Basic Product Validation

"Validate this product: iPhone 15 Pro, $999, Electronics"

GTIN Verification

"Check if this GTIN is valid: 012345678905"

Batch Processing

"Process these products for Google Shopping compliance: [product data]"

💰 Pricing

MCP Server uses ultra-premium pricing:

  • Base rate: $0.30 per AI request
  • Volume discount: $0.15 per request (1000+ monthly)
  • Enterprise features: Advanced analytics included

🔧 Development

Local Development

git clone https://github.com/Digitalbradley/ValidationCore-mcp-server
cd ValidationCore-mcp-server
npm install
npm run dev

Building

npm run build

Testing

VALIDATIONCORE_API_KEY=your_key npm run dev

📚 Documentation

🐛 Issues & Support

🔧 Troubleshooting

API Key Issues

  • Verify your API key is active at ValidationCore Dashboard
  • Ensure you're using an MCP Premium API key (not a regular API key)
  • Check that the key is properly set in your Claude Desktop configuration

Connection Errors

  • Confirm you have an active internet connection
  • Verify the ValidationCore API is accessible: https://www.validationcore.dev
  • Check your account has sufficient credits for MCP usage

Claude Desktop Not Recognizing Server

  • Restart Claude Desktop after adding the configuration
  • Verify the JSON configuration is valid (no trailing commas, proper quotes)
  • Check Claude Desktop logs for error messages

🏢 Enterprise

Looking for enterprise features, custom integrations, or white-label solutions? Contact us at ValidationCore Enterprise

📄 License

MIT License - see file for details.

Built with ❤️ by ValidationCore | Powered by Claude Desktop & Anthropic MCP