# Shopline MCP for AI Agents AI Agent Connect

> Shopline MCP lets your AI agent handle your store's back-end tasks. It can audit products, track orders, find customer profiles, and manage collections without you having to log into the admin panel. It turns your AI client into a store manager that can actually perform actions on your Shopline account.

## Overview
- **Category:** ecommerce
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_qmqZbGpBKVCmiCLZ95jE90Jwbo4wYYoEJZO6lh8Y/ai-agent-connect
- **Tags:** multi-currency, storefront-backend, order-fulfillment, product-audit, customer-profiles, global-commerce

## Description

Managing an online store usually means jumping between tabs, looking for specific orders, and manually checking stock levels across dozens of products. This Connector changes that by giving your AI agent a direct line to your Shopline data. Instead of digging through a complex dashboard, you can just ask your agent to find a specific order or tell you which products are running low. It handles the heavy lifting of data retrieval and organization, so you can focus on actually running the business. Whether you're checking VIP customer history or scanning categorized inventory, this Connector acts as a bridge that lets your AI do the work for you. It's one of the core ways the Vinkius catalog helps turn your AI from a chat box into a functional employee that understands your specific commerce operations. You just give it the keys, and it handles the rest. When you connect this, your daily routine shifts. Instead of logging in to see who bought what today, you can just ask your agent to summarize your daily sales or flag any issues with pending orders. It can look into your customer base to find high-value profiles or check your collections to see how your latest products are organized. It takes the friction out of the admin panel and puts the power of your Shopline data directly into your conversation. It's about moving from manual management to proactive oversight.

## Tools

### list_products
Get a full list of every product currently in your Shopline store. Use this to see your entire catalog at a glance.

### get_product_details
Pull specific details for a single product to check variants or descriptions. This helps you verify pricing and stock for specific items.

### list_orders
View all store orders to see what's been sold and what's pending. Use this to keep track of your daily sales volume.

### get_order_details
See the full breakdown of a specific order, including items and customer info. This is useful for resolving specific shipping issues.

### list_customers
Browse your customer base to find specific accounts or analyze demographics. Use this to identify your most loyal buyers.

### list_collections
View all product collections to see how your inventory is organized. This helps you manage how your products are grouped for customers.

### get_shop_info
Retrieve high-level information about your overall Shopline store status. Use this to get a quick summary of your store's general info.

## Prompt Examples

**Prompt:** 
```
Who are my top 5 customers from the last month?
```

**Response:** 
```
Based on your Shopline store data, here are your top 5 customers from the last 30 days:

| Customer Name | Total Spend | Most Frequent Item |
| :--- | :--- | :--- |
| Sarah J. | $450.00 | Deluxe Dog Collar |
| Mike R. | $320.00 | Leather Leash |
| Elena W. | $290.00 | Deluxe Dog Collar |
| David K. | $210.00 | Travel Crate |
| Chloe B. | $195.00 | Deluxe Dog Collar |

Sarah J. is your highest-spending customer, primarily purchasing the Deluxe Dog Collar variant.
```

**Prompt:** 
```
Are we low on any items in the 'Summer Collection'?
```

**Response:** 
```
I checked the Summer Collection for you. Here are the items currently running low on stock:

* **Sun Hat (Medium)**: 3 left
* **Beach Towel (Large)**: 5 left
* **Waterproof Pouch**: 1 left

All other items in this collection have plenty of stock available.
```

**Prompt:** 
```
What was the total value of orders placed today?
```

**Response:** 
```
You've had a productive day! Here is the summary for today's orders:

* **Total Orders**: 14
* **Total Revenue**: $1,240.50
* **Top Category**: Accessories

Would you like me to list the specific details for any of these 14 orders?
```

## Capabilities

### Audit product catalogs
Identify low stock levels and inventory issues across your entire catalog.

### Pull specific order details
Retrieve full transaction data for specific orders to help with fulfillment.

### Search customer profiles
Find specific customer accounts to check VIP status or purchase history.

### List store collections
See how your products are grouped and organized across the store.

### Fetch store information
Get high-level status and information about your overall Shopline store.

## Use Cases

### Resolving specific shipping issues
A customer calls about a missing package. You ask your agent to use get_order_details for the order ID to see the shipping status immediately.

### Preventing overselling during sales
You want to run a sale. Your agent uses get_product_details to check variant quantities so you don't sell items that are out of stock.

### Identifying high-value customers
You need to send a discount to loyal fans. Your agent uses list_customers to find high-value accounts based on their purchase history.

### Organizing a new seasonal launch
You want to see your current categories. Your agent uses list_collections to help you plan where to put new items for the season.

## Benefits

- Stop manually hunting for orders because list_orders lets your agent pull the latest sales data instantly.
- Identify low-stock items faster by using list_products to audit your entire catalog in seconds.
- Access customer history without clicking through pages by having your agent use list_customers.
- Keep your inventory organized by using list_collections to see how your products are grouped.
- Get a bird's-eye view of your store's health using get_shop_info to stay updated on your business status.

## How It Works

The bottom line is that your AI can now perform actual store management tasks instead of just talking about them.

1. Add your Shopline access token to your workspace to establish a secure connection.
2. Connect the Connector to your AI client through the Vinkius catalog.
3. Ask your agent to perform tasks like 'List my last 5 orders' or 'Check stock for the Summer Collection'.

## Frequently Asked Questions

**Can the Shopline MCP help me manage my store's orders?**
Yes, it lets your AI agent see all your orders and pull specific details for any transaction, making it easy to track fulfillment status.

**How does the Shopline MCP find my customers?**
It connects to your store to list all customer profiles, allowing you to find specific accounts or identify high-value buyers quickly.

**Can I use the Shopline MCP to check my stock levels?**
You can have your agent list all products and then look at specific details to see how many items are left in your inventory.

**Does the Shopline MCP work with my current store?**
It works with any Shopline store that has an active Admin API connection, giving your AI agent direct access to your data.

**How does the Shopline MCP handle my product collections?**
It can list all your organized collections so you can see how your products are grouped and organized for your customers.

**Will the Shopline MCP help me find VIP customers?**
Your agent can scan your customer list to identify high-value accounts, which is perfect for creating loyalty rewards or targeted promotions.

**Can the AI forcefully transition or edit an order status directly?**
Currently, the integration specifically implements reading mechanisms (`list_orders`, `get_order_details`) as a query matrix tailored explicitly around monitoring and auditing. It does not actively expose a write mutation structurally to alter or destroy existing operational orders.

**Why do I need a Custom Admin API integration token and not a public one?**
Because the `Admin API` is the unadulterated backend context designed primarily for secure backend logic rather than client storefront interfaces. This token permits your integration to run system-level monitoring, extraction over raw orders, and sensitive customer profiles natively.

**Is this tool accessing the Shopline GraphQL portal or REST architecture limitlessly?**
By structural intent, we implement targeted endpoints using Shopline's scalable endpoints to parse specifically filtered responses like single pagination segments to avoid massive latency. You interact efficiently bypassing raw structural limits naturally via these curated `list_x` and `get_x` procedures.