Leftover Inventory Manager Connector for AI agents.
3 live capabilities
Reduce fabrication waste by reusing material offcuts for every production run.
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Why people use Leftover Inventory Manager
Leftover Inventory Manager: Cutting Down Fabrication Waste
This Connector changes the math. By connecting your workshop to an AI agent, every offcut becomes a searchable asset. When you finish a cut, the agent logs the new piece. When you start a new job, the agent checks your scrap first. You stop guessing and start reusing, turning your waste bin into a secondary warehouse.
What Vinkius changes
You stop throwing away usable material by making your scrap pile searchable.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
The Woodworker
A shop owner asks their agent if they have any 20x20 pieces of oak.
- Real-world use case 02
The Metal Fabricator
After a large cut, the worker logs the leftover piece.
- Real-world use case 03
The Inventory Audit
A manager wants to know if they have too many small scraps.
Complete set · 3capabilities
The complete Leftover Inventory Manager capability set.
These are the exact actions your AI can choose when you ask it to work with Leftover Inventory Manager.
01—03
3 capabilities in this set.
Part of 3 available through Leftover Inventory Manager.
- 01 Capability
Get inventory composition
Provides a summary of your current stock organized by size tiers for quick auditing. It gives you a clear view of your total scrap volume.
- 02 Capability
Match requirement to offcut
Finds the best available offcut that meets your specific length and width requirements. It helps you prioritize reuse over buying new stock.
- 03 Capability
Filter incoming waste
Adds new waste pieces to your inventory while filtering out anything too small to be useful. It ensures your scrap database only contains usable material.
Set up in minutes
One URL. Then ask Leftover Inventory Manager to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Leftover Inventory Manager from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_07FhTL8ywERBDcxnH3w5q6SF9zlNkHIkOjYEA0kY/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Leftover Inventory Manager, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Leftover Inventory Manager for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_07FhTL8ywERBDcxnH3w5q6SF9zlNkHIkOjYEA0kY/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Leftover Inventory Manager URL.
- Step 03
Save and start
Save the connection and enable Leftover Inventory Manager in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"leftover-inventory-manager": {
"url": "https://edge.vinkius.com/vk_preview_07FhTL8ywERBDcxnH3w5q6SF9zlNkHIkOjYEA0kY/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Leftover Inventory Manager
Open Agent mode in chat and ask: "Using Leftover Inventory Manager, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"leftover-inventory-manager": {
"url": "https://edge.vinkius.com/vk_preview_07FhTL8ywERBDcxnH3w5q6SF9zlNkHIkOjYEA0kY/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Leftover Inventory Manager
Ask Copilot: "Using Leftover Inventory Manager, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"leftover-inventory-manager": {
"url": "https://edge.vinkius.com/vk_preview_07FhTL8ywERBDcxnH3w5q6SF9zlNkHIkOjYEA0kY/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Leftover Inventory Manager
Open Cascade and ask: "Using Leftover Inventory Manager, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"leftover-inventory-manager": {
"url": "https://edge.vinkius.com/vk_preview_07FhTL8ywERBDcxnH3w5q6SF9zlNkHIkOjYEA0kY/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Leftover Inventory Manager
Ask Cline: "Using Leftover Inventory Manager, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add leftover-inventory-manager --transport http "https://edge.vinkius.com/vk_preview_07FhTL8ywERBDcxnH3w5q6SF9zlNkHIkOjYEA0kY/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Leftover Inventory Manager
Ask Claude: "Using Leftover Inventory Manager, show me...". 3 tools are ready
Where the request belongs
Work Leftover Inventory Manager can move forward.
This is for shop owners and production leads who are tired of seeing expensive materials end up in the dumpster because they didn't know a usable piece was already sitting on a shelf.
Fabrication Shop Manager
Manages the floor and wants to hit waste reduction targets without manual auditing of every scrap bin.
Woodworking Production Lead
Needs to find usable offcuts quickly to keep the production line moving on high-volume orders.
Warehouse Coordinator
Tracks all incoming and outgoing stock, including the scrap pile, to ensure inventory accuracy.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
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Bring your own AI
Change the model, client or framework. Keep Leftover Inventory Manager connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
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Vercel AI SDK
Before you connect
Questions about Leftover Inventory Manager.
The practical details behind the request, access and result.
Can the Leftover Inventory Manager help me reduce material costs?
Yes, it does this by making your scrap pile searchable. By identifying usable offcuts before you buy new stock, you can significantly lower your material waste and improve your margins.
How does Leftover Inventory Manager handle different types of scrap?
It tracks dimensions and size tiers for all your material types. This allows your agent to quickly identify the best match for any specific cut you need to make.
Can I use Leftover Inventory Manager for woodworking?
Absolutely. It's designed for any industry with a material cutting workflow, including woodworking, metal fabrication, and textile cutting.
Does Leftover Inventory Manager automate my waste tracking?
It lets your agent handle the logging and auditing. You can feed it new offcuts as they are produced, and it will keep your scrap database organized and up to date.
How do I find the best piece of scrap for a specific cut?
You can simply ask your agent what dimensions you need. It will search your inventory and suggest the most efficient offcut available, prioritizing reuse over new material.
Can Leftover Inventory Manager help with my waste reduction goals?
Yes, it helps by enabling a reuse first policy. By making it easy to see what you already have, your team can systematically reduce the amount of waste going into the dumpster.
How does the system decide which pieces to keep?
The filter_incoming_waste capability uses a minimum usable length threshold. Any piece shorter than this value is discarded as true waste.
How do I find the best piece for a new project?
Use the match_requirement_to_offcut capability. It searches your inventory and selects the piece that satisfies your dimensions while resulting in the least wasted area.
Can I see a summary of my current stock?
Yes, the get_inventory_composition capability provides a high-level summary of available pieces categorized by Small, Medium, and Large size tiers.
One connection away
Give your agent a direct line to Leftover Inventory Manager.
Connect Leftover Inventory Manager once. Keep it beside 6,100+ managed Connectors when the next task needs more.
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