
Connect Furniture Refresh Decision Plan to your AI
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. Decide exactly how to handle every piece of furniture in your inventory.
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.
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 · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Furniture Decision Engine.
- 01
Assess economic viability
This capability calculates if the cost of a refresh is actually worth the value of the furniture piece.
- 02
Check supply compatibility
This capability verifies that you have the necessary supplies in stock before you start a task.
- 03
Get optimal disposition
This capability identifies the single best lifecycle route for any given furniture item.
- 04
Validate material safety
This capability confirms whether a specific cleaning or repair method is safe for the item's material.
Real work
What teams actually run
Warehouse Maintenance
Decide which items in a storage facility need cleaning versus which should be sold.
Cost Control
Run economic checks to ensure repair budgets stay within reasonable limits.
Safety Compliance
Ensure structural issues in heavy furniture lead to immediate retirement rather than risky repairs.
Supply Management
Verify that cleaning kits and materials are available before assigning tasks to staff.
One connector, every AI
Furniture Decision Engine 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 Furniture Decision Engine 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
985ms average. Fast in production.
Furniture Decision Engine is checked daily against the live service.
- Fastest day
- 879ms
- Slowest day
- 1152ms
- 14-day trend
- Improving-6%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Furniture Decision Engine, so you can see the experience inside your AI.
It does not authenticate your account with Furniture Decision Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Furniture Decision Engine Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_TfnV0Vy6YB4kdst4xc81JnC03ZIiIqHHPfNKHwvZ/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 — Furniture Decision Engine capabilities are ready to use.
{
"mcpServers": {
"furniture-refresh-decision-plan-mcp": {
"url": "https://edge.vinkius.com/vk_preview_TfnV0Vy6YB4kdst4xc81JnC03ZIiIqHHPfNKHwvZ/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 Furniture Decision Engine in Claude and other AIs
Who it's for
Built for the work Furniture Decision Engine owners hand off.
This MCP is built for professionals managing large volumes of furniture or assets.
- 01
Inventory Managers
They hand off condition reports to the AI to get immediate disposal or repair instructions.
- 02
Warehouse Supervisors
They use the capability to check if they have the supplies needed for scheduled maintenance.
- 03
Furniture Restoration Specialists
They use the material safety checks to ensure they don't damage high-value pieces.
FAQ
Questions Furniture Decision Engine owners ask.
- 01
How does the MCP decide if a piece of furniture is worth fixing?
It uses the economic viability capability to compare the estimated repair costs against the item's current value.
- 02
Can this MCP prevent me from damaging furniture?
Yes, the material safety capability checks if a specific cleaning or repair method is compatible with the item's material.
- 03
What clients can I use with this MCP?
You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.
- 04
Does it check if I have the right cleaning supplies?
Yes, the supply compatibility capability verifies if the necessary supplies for a task are in your inventory.
- 05
What happens if a piece of furniture is structurally unsound?
The decision engine will recommend retiring the item to ensure safety.
- 06
How does the capability decide if a piece of furniture should be retired?
The engine triggers an immediate retirement route if safetyFlags indicate structural instability, pests, or hazardous substances like mold.
- 07
Can I use this to check if I have enough cleaning supplies?
Yes, you can use check_supply_compatibility to compare the required supplies for a task against your current inventory.
- 08
What happens if the repair cost is too high?
If the assess_economic_viability check shows the cost exceeds the budget or market value, the engine will suggest a cheaper route like transferring or selling the item.
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Connect Furniture Decision Engine to Claude, Cursor, ChatGPT & more
