How to Connect to Live GMO MakeShop Data in Mistral AI Workflows and Agents (via CData Connect AI)

Mistral AI is a frontier AI company that builds enterprise-grade open-source and commercial large language models (LLMs). With Mistral, you can train, fine-tune, and deploy agents anywhere – on premises, in the cloud, or at the edge – while retaining full control of your data. Its agent-ready platform enables multilingual and multimodal AI that can search, create, code, automate, and collaborate securely, with support for memory and extended context handling.

CData Connect AI provides a secure cloud-to-cloud interface for easily integrating 350+ enterprise data sources with Mistral AI. Through CData Connect AI, Mistral AI agents can query, analyze, and act on live GMO MakeShop data in real time, without replication. Connect AI manages authentication, security, and query optimization so you can focus on building intelligent workflows, while Mistral handles reasoning and natural language interaction.

In this guide, we will use Mistral AI's Le Chat, Mistral's customizable conversational chatbot, along with CData Connect AI to connect to live GMO MakeShop data. You will be able to interact with your live GMO MakeShop data directly in Mistral AI workflows – running queries and automating tasks securely.

The setup takes just a few minutes, and once connected, you will have your own chatbot agent intelligently conversing with your live GMO MakeShop data.

Let's begin.

Prerequisites

1. A Mistral AI account – Sign up or log in here.
2. A CData Connect AI account – Sign up or log in here.
3. An active GMO MakeShop account with valid credentials.

Overview

Here is a quick overview of the steps we will follow:

1. Connect: Add a connection to GMO MakeShop in CData Connect AI using your credentials.
2. Configure: Create a custom MCP connection in Mistral AI Le Chat that points to your GMO MakeShop connection in CData Connect AI.
3. Query: Interact with live GMO MakeShop data in Mistral AI workflows – running queries and taking actions using natural language.

Step 1: Configure GMO MakeShop Connectivity for Mistral

Connectivity to GMO MakeShop from Mistral AI is made possible through CData Connect AI Remote MCP. To interact with GMO MakeShop data from Mistral, we start by creating and configuring a GMO MakeShop connection in CData Connect AI.

1. Log into Connect AI, click Sources, and then click Add Connection.

2. Select "GMO MakeShop" from the Add Connection panel.

3. Enter the necessary authentication properties to connect to GMO MakeShop.

   Configuring Access to GMO MakeShop

   GMO MakeShop requires AccessCode for each API. To obtain MembersAccessCode, OrdersAccessCode, ProductsAccessCode, and ShopId, follow the steps below:

   • Log in to the GMO MakeShop Store Manager and click Create Shop.
   • Click any target connection setting from External System Connection in the left-hand navigation menu. If you cannot find it in the menu, please contact GMO Makeshop.
   • Product Data Connection Settings: Click Issue to retrieve the authentication code and ProductsAccessCode.
   • Order Data Connection Settings: First select Get Order Information > Change Order Information settings. Then click Issue to retrieve the authentication code and OrdersAccessCode.
   • Members Data Connection Settings: Select Get/Post/Update/Delete Members Information settings. Then click Issue to retrieve the authentication code and MembersAccessCode.
   < li>Members Authentication Connection Settings: Click Issue to retrieve the authentication code and ProductsAccessCode.

   Authenticating to GMO MakeShop Account

   Set the following connection properties to connect:

   • ShopId: Set the GMO MakeShop Store ID of the connection destination. The GMO MakeShop Store ID is the same as the ID for login.
   • OrdersAccessCode: Set the orders access code retrieved from Order Data Connection Settings. This property is required to access the Orders table.
   • ProductsAccessCode: Set the products access code retrieved from Product Data Connection Settings. This property is required to access the Products table.
   • MembersAccessCode: Set the members access code retrieved from Members Data Connection Settings. This property is required to access the Members table.
   • MemberAuthenticationCode: Set the member authentication code retrieved from Members Authentication Connection Settings. This property is required to execute MemberAuthenticationConfirm.
   • Password: Specify the password for the GMO MakeShop Store Manager login user. This property is required to execute ProductCategoryRegistrationOrModification, ProductMemberGroupPriceRegistrationOrModification, ProductOptionRegistrationOrModification, and ProductRegistrationOrModification.
   
4. Click Save & Test.
5. Navigate to the Permissions tab in the Add GMO MakeShop Connection page and update the user-based permissions.

Add a Personal Access Token

A Personal Access Token (PAT) is used to authenticate the connection to Connect AI from Mistral AI. It is a best practice to create a separate PAT for each service to maintain fine-grained access control.

1. Click on the gear icon () at the top right of the Connect AI app to open the Settings page.
2. On the Settings page, go to the Access Tokens section and click Create PAT.
3. Give the PAT a descriptive name and click Create.
4. Note: The PAT is only visible at creation, so be sure to copy and store it securely for future use.

With the connection configured and a PAT generated, you are ready to connect to GMO MakeShop data from Mistral AI workflows.

Step 2: Configure the MCP Connector in Mistral Le Chat

With your GMO MakeShop connection and PAT created in CData Connect AI, the next step is to configure a custom MCP connector inside Mistral Le Chat.

1. Log into Le Chat.
2. From the left-hand menu, click on Intelligence, then select Connectors. Click Add Connector.
3. In the dialog, select Custom MCP Connector and enter the following details:
   • Connector Name: For example, CData_Remote_MCP.
   • Connector Server: https://mcp.cloud.cdata.com/mcp (found in the "Connect Data to AI" ribbon in Connect AI).
   • Authentication Method: API Token Authentication.
   • Header Name: Authorization.
   • Header Value: Basic [email protected]:YourPAT (replace "[email protected]" with your CData Connect AI email and "YourPAT" with the PAT created earlier in above format).
   
4. Click Connect to establish the connection.
5. Scroll down to the bottom of the Connections section to confirm that your MCP connection is successfully established.

This step ensures that Mistral Le Chat can securely route queries through the CData Remote MCP Server to your live GMO MakeShop data.

Step 3: Query Live GMO MakeShop Data from Mistral AI

Now that your MCP connector is configured in Le Chat, you can begin querying live GMO MakeShop data directly in your conversations.

1. In Le Chat, click on Chats in the left menu to start a new chat.
2. Enable your MCP connector by clicking the Enable Tools button.
3. Run a discovery query such as Get Catalogs or Get Tables to see the available data sources and schemas connected through CData Connect AI.
4. Test the connection by running a simple query. For example: "Compare the win rate of Opportunities across different industries."

And that's it! You can now interact with live GMO MakeShop data conversationally inside Mistral Le Chat.

Build Complex AI Agents with CData Connect AI

With the integration complete, you can go beyond simple queries and build complex, multi-step AI agents. These agents can combine reasoning from Mistral AI with secure, real-time access to your enterprise data through CData Connect AI, enabling workflows such as sales forecasting, support triage, customer trend analysis, and more.

Try CData Connect AI for free today and use the full power of Mistral AI agents with secure, live access to your enterprise data.