beginner⏱️ 10-20 minutes📅 Updated June 2026

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

Adobe Commerce + BoltAI: Complete MCP Integration

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

When integrated with BoltAI, 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 BoltAI, 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 BoltAI
  • 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
  • BoltAI installed and configured
  • Compatible operating system (macOS)

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 BoltAI

  1. Open BoltAI 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 BoltAI:

Explore GraphQL Schema

Introspect Adobe Commerce admin GraphQL schema

Ask BoltAI: "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 BoltAI: "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 BoltAI: "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 BoltAI: "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 BoltAI
  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

Installation Failed

Symptoms: Download errors, Installation not completing

Cause: macOS security settings or corrupted download

Solution:

  • Check macOS security preferences allow app installation
  • Re-download installer from official website
  • Try installing via Homebrew as alternative
  • Ensure sufficient disk space and admin permissions

MCP Server Not Found

Symptoms: Server command not found, Path errors

Cause: Server not installed or not in PATH

Solution:

  • Verify MCP server installation using Terminal
  • Use absolute path to server executable
  • Check server executable permissions (chmod +x)
  • Test server command from Terminal first

Connection Fails

Symptoms: Server status shows disconnected, Connection timeout

Cause: Server configuration or environment issues

Solution:

  • Check server configuration parameters
  • Verify environment variables are set correctly
  • Restart BoltAI after configuration changes
  • Check macOS firewall and security settings

Tools Not Available in Conversation

Symptoms: Server connected but tools not accessible, Limited functionality

Cause: Tool registration or permission issues

Solution:

  • Verify server implements MCP protocol correctly
  • Check BoltAI permissions for tool access
  • Restart conversation or create new chat session
  • Review server logs for tool registration errors

Adobe Commerce not appearing in BoltAI

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that Adobe Commerce is integrated with BoltAI:

  • Explore all Adobe Commerce capabilities through BoltAI
  • Check out other MCP servers that work with BoltAI
  • 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 + BoltAI: MCP Setup Guide (2026)