beginner⏱️ 10-20 minutes📅 Updated June 2026

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

Adobe Commerce + FLUJO: Complete MCP Integration

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

When integrated with FLUJO, 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 FLUJO, 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 FLUJO
  • 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
  • FLUJO installed and configured
  • Compatible operating system (Web Browser, Docker, Node.js)

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 FLUJO

  1. Open FLUJO 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 FLUJO:

Explore GraphQL Schema

Introspect Adobe Commerce admin GraphQL schema

Ask FLUJO: "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 FLUJO: "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 FLUJO: "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 FLUJO: "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 FLUJO
  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

FLUJO Not Starting

Symptoms: Application won't start, Connection errors

Cause: Installation or configuration issues

Solution:

  • Check Node.js/Docker installation
  • Verify port 3000 is available
  • Check application logs for errors
  • Ensure all dependencies are installed

MCP Server Not Connecting

Symptoms: Server shows red status, Connection timeout

Cause: Server configuration or network issues

Solution:

  • Verify server installation and PATH
  • Check server executable permissions
  • Test server independently before FLUJO integration
  • Review FLUJO logs for connection errors

Workflow Execution Fails

Symptoms: Workflow errors, Tool execution failures

Cause: Workflow configuration or server issues

Solution:

  • Start with simple workflows for testing
  • Verify all required servers are connected
  • Check workflow step configuration
  • Review execution logs for specific errors

Adobe Commerce not appearing in FLUJO

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that Adobe Commerce is integrated with FLUJO:

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

Need Help?

Related Resources

More Integrations

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Need Help?

Join the MCP community for support and discussions

Adobe Commerce + FLUJO: MCP Setup Guide (2026)