beginner⏱️ 10-20 minutes📅 Updated June 2026

Step-by-step guide to integrate Adobe Commerce MCP server with Memex. Includes graphql schema introspection and graphql operation development.

Adobe Commerce + Memex: Complete MCP Integration

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

When integrated with Memex, 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 Memex, 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 Memex
  • 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
  • Memex installed and configured
  • Compatible operating system (Desktop (macOS), Desktop (Windows), Desktop (Linux), Web Platform (Private Beta))

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 Memex

  1. Open Memex 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 Memex:

Explore GraphQL Schema

Introspect Adobe Commerce admin GraphQL schema

Ask Memex: "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 Memex: "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 Memex: "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 Memex: "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. Launch Memex
  2. Verify Adobe Commerce is available in the tools list
  3. Test basic 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 Creation Fails

Symptoms: Server generation errors, Deployment failures, Tool discovery issues

Cause: Insufficient context or invalid server specifications

Solution:

  • Provide more specific details about server requirements
  • Check that API credentials are correctly configured
  • Review Memex logs in Control Center for detailed error messages
  • Use existing templates as starting points for complex servers
  • Ensure local development environment has necessary dependencies

Template Detection Not Working

Symptoms: .memex/rules.md not loaded, Generic responses instead of specialized behavior

Cause: Repository not properly cloned or rules file missing

Solution:

  • Verify template was fully cloned from GitHub
  • Check that .memex/rules.md exists in project root
  • Re-invoke template through Memex interface
  • Restart Memex to refresh project context

Installed MCP Servers Not Responding

Symptoms: Server appears in list but tools unavailable, Connection timeouts, Empty tool lists

Cause: Server not properly started or configuration issues

Solution:

  • Check server status in Control Center
  • Verify server endpoints are accessible
  • Reinstall server from MCP Directory
  • Review server logs for startup errors
  • Ensure required environment variables are set

High Token Usage

Symptoms: Rapid credit consumption, Context length warnings, Slow responses

Cause: Too many MCP servers active or inefficient prompting

Solution:

  • Use templates to reduce token usage by 10x
  • Disable unused MCP servers in Control Center
  • Leverage project-specific rules for focused context
  • Break complex tasks into smaller conversations

Cross-Platform Compatibility

Symptoms: Server works on desktop but not web, Platform-specific errors

Cause: Different capabilities between desktop and web versions

Solution:

  • Use desktop app for full MCP server creation capabilities
  • Web version (beta) has limited server building features
  • Contact [email protected] for web platform support
  • Consider Streamable HTTP servers for better web compatibility

Adobe Commerce not appearing in Memex

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that Adobe Commerce is integrated with Memex:

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

Need Help?

Related Resources

More Integrations

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Adobe Commerce + Memex: MCP Setup Guide (2026)