# Loop MCP for AI Agents AI Agent Connect

> Loop MCP lets you handle e-commerce returns and customer feedback through your AI agent. It pulls data on return statuses, refund history, and sentiment metrics so you can manage the whole cycle without jumping between tabs. It's built for teams that need to see why products are coming back and how customers actually feel about the brand.

## Overview
- **Category:** ecommerce
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_QYPshzJRYz1Y0uM9xbNfWmYcaWWrIRfiFUkQ7i6X/ai-agent-connect
- **Tags:** returns-management, refund-automation, exchange-tracking, customer-feedback, nps-surveys

## Description

Managing returns and feedback usually means constant tab-switching between your store's backend, a spreadsheet of return reasons, and your customer support tickets. This Connector changes that by letting your AI agent do the heavy lifting for you. You can ask your agent to pull up a customer's specific return history, check the status of a pending refund, or summarize the reasons why people are sending items back. It pulls real-time data from your Loop account so you're always looking at the latest info. Whether you're trying to spot a spike in defective products or just need to add a note to a specific feedback entry, this connection gives your agent the context it needs to act. It's a huge win for keeping your operations tight, especially when you're trying to lower churn and keep customers happy. You can find this and thousands of other tools in the Vinkius catalog to build out your full agent setup.

## Tools

### add_internal_note
Add a private note to a specific feedback item. This helps keep your team's internal context organized.

### get_feedback_details
Pull the full details of a single feedback entry. Use this to see the specifics of a customer's comment.

### get_me
Retrieve your account information and status. This confirms your connection to the Loop platform.

### get_sentiment_metrics
Get a high-level view of overall customer sentiment. It helps you see the general mood of your user base.

### get_ticket_details
See the specific details of a developer ticket. This is useful for tracking technical fixes from feedback.

### list_feedback
See a list of all customer feedback items. Use this to browse through what people are saying about your brand.

### list_projects
See all the projects currently active in your Loop account. This helps you stay organized across different initiatives.

### list_feedback_sources
See where your customer feedback is coming from. This helps identify which channels are most active.

### list_feedback_themes
See the recurring themes in your customer feedback. This highlights the biggest pain points for your users.

### list_dev_tickets
See the list of AI-generated developer tickets. This connects customer issues directly to your dev queue.

## Prompt Examples

**Prompt:** 
```
Show me the return reasons for the last 30 days.
```

**Response:** 
```
### Return Reasons (Last 30 Days)

| Reason | Count | Percentage |
| :--- | :--- | :--- |
| **Wrong Size** | 45 | 45% |
| **Not as Described** | 30 | 30% |
| **Defective** | 15 | 15% |
| **Changed Mind** | 10 | 10% |

**Key Insight:** 'Wrong Size' remains the primary driver of returns for the Fall Collection.
```

**Prompt:** 
```
What is the general sentiment of our customers right now?
```

**Response:** 
```
### Customer Sentiment Overview

**Overall Score:** 7.8 / 10

*   **Positive:** Users love the new UI speed and the updated color palette.
*   **Neutral:** Many questions regarding the new subscription tiers.
*   **Negative:** Several reports of shipping delays in the Northeast region.

*"The new dashboard is much faster, but I'm still waiting on my order from last Tuesday."*
```

**Prompt:** 
```
Show me the return history for user test@example.com.
```

**Response:** 
```
### Return History: test@example.com

**Customer Status:** Active

*   **Mar 15:** 'Slim Fit Shirt L' — **Exchanged** for XL ✅
*   **Feb 08:** 'Wireless Mouse' — **Refunded** $45 ✅ (Reason: Defective)

**Lifetime Orders:** 12 ($890)
**Return Rate:** 17% (Note: This is higher than your store average of 4.2%)
```

## Capabilities

### Track return requests
See statuses and reason codes for every return in your account.

### Manage product exchanges
Monitor new order creation and exchange progress automatically.

### View refund history
Check amounts and processing states for all past refunds.

### Analyze return trends
Get data on return rates and the most common reasons for returns.

### Manage customer feedback
List and view details for recurring feedback themes and sources.

### Access developer tickets
View AI-generated developer tickets and their specific details.

## Use Cases

### Spotting a product defect
A manager asks for return reasons and sees 'Defective' is spiking for a specific shirt, allowing them to pull the item from the site.

### Handling a VIP return
A support agent asks for the return history of a specific email address to see their lifetime orders and previous issues.

### Planning the roadmap
A product lead asks for recurring feedback themes to see what users want next, then uses list_feedback_themes to get the data.

### Tracking logistics
An ops lead asks to see pending refunds to ensure they are being processed on time and haven't hit a bottleneck.

## Benefits

- Faster refund processing: Use get_me and refund history tools to check statuses instantly without searching.
- Better inventory planning: Use list_feedback_themes to see exactly why products aren't selling as expected.
- Improved support speed: Use add_internal_note to keep team context in one place for every customer interaction.
- Data-driven product updates: Use get_sentiment_metrics to see how users feel about new features in real time.
- Reduced manual entry: Let your agent handle list_dev_tickets and ticket details for your engineering team.

## How It Works

The bottom line is you get a direct line to your Loop data without leaving your AI chat interface.

1. Subscribe to this Connector on the Vinkius Marketplace.
2. Provide your Loop API Key in your client's configuration.
3. Ask your agent to list returns, check sentiment, or summarize feedback.

## Frequently Asked Questions

**Does Loop MCP help with e-commerce returns?**
Yes, it lets your agent see return statuses, reason codes, and exchange progress directly from your Loop account.

**Can I use Loop MCP to see refund history?**
You can ask your agent to pull up any customer's refund history, including the specific amounts and current processing status.

**How does Loop MCP handle customer feedback?**
It can list feedback items, show recurring themes, and pull sentiment metrics to give you a clear picture of what customers think.

**Can my agent add notes to Loop?**
Yes, your agent can use the feedback tools to add internal notes to specific items, keeping your team's context updated.

**Does Loop MCP work with Claude or Cursor?**
It works with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

**Can I see developer tickets with Loop MCP?**
Yes, it can list and show details for AI-generated developer tickets, helping you bridge the gap between feedback and fixes.

**Can I track return requests and process exchanges?**
Yes. Browse all return requests with status, reason codes, and product details. Track exchanges and new order fulfillment.

**Can I analyze return trends and reasons?**
Yes. Access return rates, top return reasons, product-level return analytics, and trend data over time.

**What API does Loop use?**
Bearer authentication against `loop.solve-studio.co/api/v1`.