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Connect Junip to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Automate your social proof and customer sentiment analysis.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 10 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through Junip.

  1. 01

    List answers

    This capability lists all answers provided to customer questions. Use it to audit response quality and ensure your team is addressing queries correctly.

  2. 02

    List products

    This capability pulls a list of all products in your store. It includes product names, IDs, and aggregate review metrics to help you see which items have feedback.

  3. 03

    List themes

    This capability retrieves all review display themes. It's useful for checking how reviews look on your storefront.

  4. 04

    Get account

    This capability gets your Junip account details. Use it to verify your identity and access levels.

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Junip.

  1. 05

    List campaigns

    This capability lists your active review request campaigns. Use it to track your efforts to collect new customer feedback.

  2. 06

    List questions

    This capability returns all customer questions along with their status and associated products. It helps you find inquiries that need a merchant response.

  3. 07

    List reviews

    This capability pulls all product reviews, including ratings and reviewer names. Use it to monitor brand sentiment and find high-quality social proof.

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Junip.

  1. 08

    Get product

    This capability retrieves details for a specific product. It's the fastest way to get a summary of a single item's performance.

  2. 09

    Get question

    This capability gets the details for a specific customer question. Use this to get full context before you draft a response.

  3. 10

    Get review

    This capability retrieves details for a single review, including metadata and photo or video links. Use it to analyze specific customer testimonials.

Real work

What teams actually run

01

Automated Support Triage

Your agent scans for new customer questions and flags them for your support team.

02

Social Proof Sourcing

You ask your agent to find reviews with photos to use in your marketing materials.

03

Product Performance Audits

Your agent compares review metrics across different products to find winners and losers.

04

Campaign Oversight

You check on the progress of your review collection efforts through a single prompt.

Automate a task

Put Junip to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Junip works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Junip to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

931ms average. Fast in production.

Junip is checked daily against the live service.

Daily averagePeak 1108ms
Oct 3Today
Fastest day
690ms
Slowest day
1108ms
14-day trend
Improving-9%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Junip, so you can see the experience inside your AI.

It does not authenticate your account with Junip. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Junip Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_QBtML4bX2nhJ6sFVEO0YElITyvgCm1zT4jOOHLck/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Junip capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "junip-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_QBtML4bX2nhJ6sFVEO0YElITyvgCm1zT4jOOHLck/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Junip in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Junip owners hand off.

This MCP is built for e-commerce operators who want to automate their feedback loops.

  • 01

    E-commerce Managers

    They hand off review monitoring and campaign tracking to their agent.

  • 02

    Customer Support Leads

    They use the agent to identify and organize customer questions.

  • 03

    Marketing Specialists

    They task the agent with finding high-quality testimonials for social proof.

FAQ

Questions Junip owners ask.

  • 01

    What can this Junip MCP do?

    It lets your AI client list reviews, manage customer questions, track review campaigns, and check product metrics via the Junip API.

  • 02

    Which AI clients can use this MCP?

    You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 03

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you, so it's ready to use immediately after connection.

  • 04

    Can I use this for my Shopify store?

    Yes, this MCP is designed to work with Junip, which is used for managing social proof on stores like Shopify.

  • 05

    Is my Junip data secure?

    Vinkius manages your credentials and keeps the connection running securely so your agent can access your data safely.

  • 06

    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.

  • 07

    Can I see customer questions?

    Yes, you can list and retrieve customer questions and answers using the corresponding capabilities in this MCP.

  • 08

    Does it support review campaigns?

    Yes, the list_campaigns capability allows you to retrieve information about your active review request campaigns.

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