
Connect Product Empties Predictor to ChatGPT and Claude
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. Know exactly when your supplies will run out.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
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.

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.
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.
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 · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Product Empties Predictor.
- 01
Predict depletion date
This capability provides a specific calendar date for when a product will be empty. It's the best way to plan a shopping trip in advance.
- 02
Estimate days remaining
This capability calculates the total number of days left before your current supply is gone. Use it for a quick countdown of your remaining stock.
- 03
Evaluate replenishment urgency
This capability categorizes how quickly you need to buy more product. It tells you if a restock is a high priority or something you can wait on.
Real work
What teams actually run
Skincare Routine Maintenance
Calculate exactly when a new serum needs to arrive so your nightly routine stays uninterrupted.
Bulk Shopping Planning
Use depletion dates to decide when to buy household goods in bulk to save money.
Budgeting for Essentials
Predict future spending needs by knowing when your current supplies will expire.
Inventory Management
Keep a digital eye on your bathroom cabinet through your AI client.
One connector, every AI
Product Empties Predictor 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Product Empties Predictor 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
701ms average. Fast in production.
Product Empties Predictor is checked daily against the live service.
- Fastest day
- 617ms
- Slowest day
- 912ms
- 14-day trend
- Stable+4%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Product Empties Predictor, so you can see the experience inside your AI.
It does not authenticate your account with Product Empties Predictor. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Product Empties Predictor Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_YjUFsbmTDzCaux2bFuwUwl5iQ5oD7KhLpyIthktg/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Product Empties Predictor capabilities are ready to use.
{
"mcpServers": {
"product-empties-predictor-mcp": {
"url": "https://edge.vinkius.com/vk_preview_YjUFsbmTDzCaux2bFuwUwl5iQ5oD7KhLpyIthktg/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 Product Empties Predictor in Claude and other AIs
Who it's for
Built for the work Product Empties Predictor owners hand off.
This is for anyone managing a personal inventory of high-use consumables.
- 01
Skincare Enthusiasts
Users who want to track expensive serums and moisturizers to ensure they never skip a step in their routine.
- 02
Household Managers
People managing cleaning or personal care supplies who want to automate their shopping lists.
- 03
Routine Trackers
Individuals who use AI agents to manage their daily schedules and personal logistics.
FAQ
Questions Product Empties Predictor owners ask.
- 01
What can this MCP predict?
It predicts when your products will run out, specific depletion dates, and how urgently you need to restock.
- 02
Which AI clients can I use with this MCP?
You can use it with any MCP-compatible client like Claude, Cursor, or Windsurf.
- 03
Do I need to manually track every day of use?
No, you just provide the current volume and your usage pattern, and the MCP does the math for you.
- 04
Can it handle irregular usage schedules?
Yes, it can calculate depletion based on specific cycles, such as using a product every few days.
- 05
How do I know if I need to buy something now?
You can ask the MCP to evaluate replenishment urgency, which will tell you if a restock is high priority.
- 06
What inputs are required?
You must provide the product volume in ml, usage per application in ml, applications per cycle, and cycle length in days.
- 07
Does it work for all products?
Yes, any liquid or substance can be tracked as long as you know the volume and usage amount.
- 08
How do I use this with Claude?
Connect to Vinkius Edge using your Connection Token in Claude Desktop or Cursor.
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Connect Product Empties Predictor to Claude, Cursor, ChatGPT & more
