Adobe Commerce + Lutra AI: Complete MCP Integration

Adobe Commerce is a MCP server that Adobe Commerce MCP server.

When integrated with Lutra AI, you can:

• Analyze and explore Adobe Commerce GraphQL schema structure
• Write and test GraphQL queries and mutations for Adobe Commerce
• Interact with Adobe Commerce business logic through GraphQL

This guide provides step-by-step instructions to set up Adobe Commerce in Lutra AI, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

• Adobe Commerce will be fully integrated and operational
• You can use Adobe Commerce tools directly in Lutra AI
• All Adobe Commerce capabilities will be available for your workflows
• Access to 4 different tools

Prerequisites

Before starting, ensure you have:

• Node.js
• npm
• Adobe Commerce environment
• Lutra AI installed and configured
• Compatible operating system (Web Platform, Mobile Web)

Installation

Step 1: Install Adobe Commerce

Install using npm:

npx -y @rafaelcg/adobe-commerce-dev-mcp@latest

Verify installation:

npx @rafaelcg/adobe-commerce-dev-mcp@latest --help

Configuration

Step 2: Configure Lutra AI

1. Open Lutra AI settings
2. Navigate to MCP server configuration
3. Add Adobe Commerce server with appropriate settings
4. Save and restart if needed

Examples

Once configured, you can use Adobe Commerce in Lutra AI:

Explore GraphQL Schema

Introspect Adobe Commerce admin GraphQL schema

Ask Lutra AI: "Show me the available GraphQL schema for product management in Adobe Commerce"

Expected Result: Detailed schema information including product types, fields, and available operations

Create Product Query

Build GraphQL query to retrieve product information

Ask Lutra AI: "Help me write a GraphQL query to get product details including name, price, and inventory status"

Expected Result: Well-formed GraphQL query with proper field selection and structure

Customer Management Operation

Develop customer-related GraphQL operations

Ask Lutra AI: "Create a GraphQL mutation to update customer profile information"

Expected Result: GraphQL mutation with proper input types and customer field updates

Order Processing Query

Build order management GraphQL operations

Ask Lutra AI: "Write a GraphQL query to retrieve order history with product details and shipping information"

Expected Result: Complex GraphQL query with nested relationships and order data structure

Testing Your Setup

1. Start a new conversation in Lutra AI
2. Ask Lutra AI to list available tools
3. Try using Adobe Commerce functionality

Troubleshooting

Common Issues

Schema Introspection Failed

Symptoms: Schema not accessible, GraphQL endpoint errors, Authentication failures

Cause: Invalid GraphQL endpoint URL or authentication token

Solution:

• Verify Adobe Commerce GraphQL endpoint is accessible
• Check admin integration token has proper permissions
• Test endpoint manually with GraphQL client
• Ensure Adobe Commerce instance is running and configured

NPM Package Installation Error

Symptoms: Package not found, Installation timeouts, Version conflicts

Cause: Network issues, package registry problems, or dependency conflicts

Solution:

• Clear npm cache: npm cache clean --force
• Try alternative registry: npm install --registry https://registry.npmjs.org/
• Check network connectivity and proxy settings
• Update npm to latest version: npm install -g npm@latest

GraphQL Operation Syntax Error

Symptoms: Syntax validation errors, Malformed query messages, Parser errors

Cause: Invalid GraphQL syntax or schema incompatibility

Solution:

• Validate GraphQL syntax with online validator
• Check field names match schema definitions
• Ensure proper query structure and formatting
• Use introspect_admin_schema to verify available fields

Windows Command Execution Error

Symptoms: Command not recognized, Execution policy errors, Path issues

Cause: Windows-specific command execution or security policy restrictions

Solution:

• Use cmd configuration: "command": "cmd", "args": ["/c", "npx", ...]
• Check PowerShell execution policy: Set-ExecutionPolicy RemoteSigned
• Verify Node.js and npm are in system PATH
• Run terminal as administrator if needed

MCP Server Not Connecting

Symptoms: Server not appearing in connections, Connection timeout, Unable to reach server

Cause: Invalid server URL or server not accessible

Solution:

• Verify MCP server URL is correct and accessible
• Check server is running and responding to requests
• Ensure server supports HTTP/SSE transport (Lutra requirement)
• Test server URL in browser or with curl to confirm accessibility
• Contact Lutra support if server should be compatible

Authentication Failures

Symptoms: OAuth errors, Permission denied, Unauthorized access

Cause: OAuth not configured or credentials expired

Solution:

• Complete OAuth authorization flow for connected apps
• Refresh expired credentials through connections panel
• Verify required permissions are granted for each app
• Disconnect and reconnect app if authentication persists

Lutra Not Understanding Tasks

Symptoms: Incorrect task execution, Lutra asks for clarification repeatedly, Wrong app or tool used

Cause: Ambiguous instructions or insufficient context

Solution:

• Provide clear, specific instructions with context
• Specify which app or MCP server to use if ambiguous
• Break complex tasks into smaller, clearer steps
• Use examples or reference previous successful tasks

Playbooks Not Working

Symptoms: Playbook execution fails, Different results than expected, Missing steps

Cause: Changed app configurations or unavailable resources

Solution:

• Review playbook steps to ensure they are still valid
• Update playbook if app configurations have changed
• Verify all connected apps and MCP servers are accessible
• Test playbook step-by-step to identify failure point

Workflow Automation Limits

Symptoms: Task quota exceeded, Automation disabled, Rate limiting

Cause: Plan limits reached or service rate limits

Solution:

• Check Lutra plan limits and current usage
• Upgrade plan if automation needs exceed current tier
• Optimize workflows to reduce unnecessary API calls
• Implement delays between rapid successive automations

Adobe Commerce not appearing in Lutra AI

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check Adobe Commerce installation
• Restart Lutra AI
• Check logs for error messages

Next Steps

Now that Adobe Commerce is integrated with Lutra AI:

• Explore all Adobe Commerce capabilities through Lutra AI
• Check out other MCP servers that work with Lutra AI
• Join the MCP community for tips and support
• Consider contributing to Adobe Commerce development

Need Help?

• Search for Adobe Commerce documentation
• Check the Lutra AI MCP guide
• Join the MCP community discussions