# Junip MCP for AI Agents AI Agent Connect > Junip MCP for AI Agents. Manage your product reviews, customer questions, and review request campaigns directly from your AI client. It connects your agent to the Junip API to pull social proof data, monitor brand sentiment, and audit customer interactions for Shopify stores. ## Overview - **Category:** ecommerce - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_QBtML4bX2nhJ6sFVEO0YElITyvgCm1zT4jOOHLck/ai-agent-connect - **Tags:** product-reviews, customer-feedback, social-proof, campaign-management, shopify-integration, data-analysis ## Description Imagine you're running a Shopify store and the reviews are pouring in from everywhere. You need to know what people actually think, which products are winning, and if your customer service team is actually answering questions correctly. This Connector lets your AI agent do that heavy lifting for you. Instead of jumping between tabs to check review metrics or hunting for specific customer feedback, you can just ask your agent to pull the latest sentiment or summarize a specific product's performance. It handles the data fetching from the Junip API so you can focus on the strategy. Whether you're auditing your display themes to see how reviews look on your storefront or checking if your review request campaigns are actually hitting their targets, this connection gives your agent the eyes it needs to see your store's social proof. It's one of the many ways you can expand what your agent can do when you use the Vinkius catalog to manage your e-commerce stack. You get a direct line to your customer feedback loop without the manual data entry. ## Tools ### list_answers Lists all answers to questions so you can audit response quality. Use this to check your team's performance. ### list_campaigns Shows all active review request campaigns to see what's currently running. Use this to track your marketing efforts. ### list_products Lists all products in your store along with their aggregate review metrics. Use this to see your entire catalog. ### list_questions Finds all customer inquiries that still need a merchant response. Use this to stay on top of your inbox. ### list_reviews Lists all product reviews to help you monitor brand sentiment. Use this to see what people are saying overall. ### list_themes Lists all review display themes to help you audit your storefront's visual presentation. Use this to check your site's look. ### get_account Verifies your account identity and access levels within Junip. Use this to ensure your agent has the right permissions. ### get_product Pulls specific performance details and summaries for a single product. It helps you see how one item is doing. ### get_question Retrieves details for a specific customer inquiry before you write a response. Use this to get full context. ### get_review Fetches metadata and content for a specific customer testimonial. It's useful for deep dives into single reviews. ## Prompt Examples **Prompt:** ``` What's the general vibe of our recent product reviews? ``` **Response:** ``` Based on the latest reviews from your Junip account, the sentiment is mostly positive. Customers are loving the durability of your new line, though a few mentioned that shipping took a bit longer than expected. Here's a summary: | Sentiment | Count | Key Theme | | --- | --- | --- | | Positive | 85% | Durability | | Neutral | 10% | Shipping Speed | | Negative | 5% | Packaging | Would you like me to pull more details on the shipping complaints? ``` **Prompt:** ``` Are there any customer questions we haven't answered yet? ``` **Response:** ``` I found 3 unanswered questions from the last 24 hours. Here they are: * **Product ID 442:** "Does this come in blue?" * **Product ID 109:** "How long is the battery life?" * **Product ID 221:** "Is the material waterproof?" I can help you draft some responses for these if you'd like. ``` **Prompt:** ``` Show me which review campaigns are currently running. ``` **Response:** ``` You have 2 active review request campaigns right now. 1. **Summer Sale Feedback** - Active 2. **New Arrival Outreach** - Active Both are currently live and collecting feedback for your top-selling items. ``` ## Capabilities ### Pull product reviews Get ratings and content for specific items to analyze customer feedback. ### Audit customer answers Check if your team is responding correctly to customer inquiries. ### Track review campaigns See which review request efforts are currently active and running. ### Analyze product performance Get aggregate review metrics for every item in your online store. ### Manage storefront themes View and audit how reviews are displayed to customers on your site. ## Use Cases ### Identifying top performers You don't know which products have the best social proof. Ask your agent to list products with the highest review counts to decide which ones to feature on the homepage. ### Clearing the question queue Customer questions are being ignored. Have your agent use list_questions to find unanswered inquiries and draft responses for your team. ### Campaign audit You need to know if your review campaign is working. Ask your agent to list active campaigns and summarize the recent review volume. ### Visual consistency check You're unsure if your review widgets look right. Use list_themes to audit all current display options and ensure they match your brand colors. ## Benefits - Analyze brand sentiment quickly by using list_reviews to see what customers are saying across your whole store. - Audit your customer service quality by using list_answers to ensure every question gets a helpful response. - Track marketing ROI by using list_campaigns to see which review request efforts are actually active. - Identify your best sellers by using list_products to see aggregate review metrics for every item. - Maintain brand consistency by using list_themes to check how your reviews look on the storefront. - Save time on manual data entry by using get_review to pull specific testimonials into your reports instantly. ## How It Works The bottom line is you get a direct pipeline from your customer's feedback to your AI's analysis. 1. Connect your Junip API keys to the Connector through your AI client. 2. Ask your agent to perform actions like listing reviews or checking campaign status. 3. Receive structured data back to analyze sentiment or update your marketing plan. ## Frequently Asked Questions **Can I use the Junip MCP to see my Shopify reviews?** Yes, this Connector connects your Junip account to your AI client so you can see all your product reviews and social proof data in one place. **How does the Junip MCP help with customer service?** It lets your AI agent list all customer questions and audit the answers your team provides, helping you maintain a consistent brand voice. **Can my AI agent help manage my review campaigns?** Absolutely. You can ask your agent to list all active review request campaigns to see what's currently running and how they are performing. **Is the Junip MCP good for analyzing brand sentiment?** Yes, it's built for that. Your agent can pull all recent reviews to identify high-quality social proof and spot any potential issues with your products. **Can I check how my reviews look on my store with Junip?** You can use this Connector to list all your review display themes, making it easy to audit the visual presentation of your reviews on your storefront. **Do I need to be a developer to use the Junip MCP?** No, you just need a Junip account. Once connected via Vinkius, you can interact with your data using plain English prompts. **How do I get Junip API credentials?** Log in to your Junip admin dashboard, navigate to Settings > API, and generate a new Access Token for a Private App. **Can I see customer questions?** Yes, you can list and retrieve customer questions and answers using the corresponding tools in this Connector. **Does it support review campaigns?** Yes, the list_campaigns tool allows you to retrieve information about your active review request campaigns.