# Leftover Inventory Manager MCP for AI Agents AI Agent Connect > Leftover Inventory Manager tracks material offcuts and scrap to help you reuse every piece of stock. It turns your waste stream into a searchable database, making it easy to find the right scrap piece for your next job instead of cutting from new material every time. By logging every offcut as it's created, you can build a reliable inventory of usable waste that your AI agent can access instantly to optimize your production flow. ## Overview - **Category:** inventory-management - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_07FhTL8ywERBDcxnH3w5q6SF9zlNkHIkOjYEA0kY/ai-agent-connect - **Tags:** offcuts, waste-reduction, material-tracking, optimization, inventory ## Description Imagine you're running a fabrication shop where every inch of metal or wood counts. Usually, when a cut is made, the leftover piece, the offcut, gets tossed into a bin or pushed to a corner. You know it's there, but you don't know exactly what size it is until you go looking for it. This Connector changes that by giving your AI agent a clear view of your scrap pile. Instead of guessing, you can ask your agent to find a piece that fits a specific dimension. It handles the tedious work of logging new offcuts as they come off the saw or laser and keeps your inventory organized by size tier. By making this data accessible, you can adopt a "reuse first" strategy where the agent checks your existing scrap before you ever pull a fresh sheet from the rack. It's a practical way to cut down on overhead and waste, and it's one of the many specialized tools you can find in the Vinkius catalog to bridge the gap between your physical workshop and your digital workflow. You'll spend less time digging through piles of wood or metal and more time actually finishing jobs. It turns a messy pile of waste into a structured database that your agent can navigate instantly. ## Tools ### 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. ### 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. ### 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. ## Prompt Examples **Prompt:** ``` I need a piece of plywood about 20x20 inches. Do we have any offcuts? ``` **Response:** ``` I checked your inventory and found a **22x23 inch piece** in the Medium tier. It's a great match for your project and will save you from using a new sheet. ``` **Prompt:** ``` Add a new scrap piece: 48x12 inches, and one that's 5x5 inches. ``` **Response:** ``` I've added the **48x12 piece** to your inventory. I've discarded the 5x5 piece because it's below your minimum usable size of 10 inches. ``` **Prompt:** ``` Give me a summary of what's in our scrap pile right now. ``` **Response:** ``` Here is your current inventory composition: - **Small pieces**: 12 - **Medium pieces**: 8 - **Large pieces**: 3 *Note: All pieces are currently verified as usable.* ``` ## Capabilities ### Log new offcuts into your scrap database Add new waste pieces to your inventory as they are generated during production. ### Search for the best scrap piece for a specific size Find the most efficient offcut that meets your project's length and width requirements. ### Audit your current stock levels by size tier Summarize your scrap inventory to see how many small, medium, and large pieces you have. ### Filter out unusable waste pieces automatically Ensure your inventory only includes pieces that are large enough to be useful for future jobs. ### Identify the most efficient material reuse options Let your agent prioritize existing scrap over new material for every production task. ## Use Cases ### The Woodworker A shop owner asks their agent if they have any 20x20 pieces of oak. The agent checks the scrap and finds a perfect match in the medium tier, saving the owner from cutting into a new board. ### The Metal Fabricator After a large cut, the worker logs the leftover piece. Later, the agent suggests using that exact piece for a smaller bracket, ensuring that the expensive metal isn't thrown away. ### The Inventory Audit A manager wants to know if they have too many small scraps. They ask the agent to summarize the stock by size, allowing them to see where they need to clear out physical space. ### The Waste Reduction Goal A company wants to hit a 90% reuse rate. They use the Connector to ensure every job checks the scrap pile first, providing a clear audit trail of how much material was saved. ## Benefits - Stop wasting money on new stock by using `match_requirement_to_offcut` to find pieces you already own. This prevents you from cutting into a fresh sheet when a perfectly good piece is already in your scrap pile. - Keep your scrap pile organized with `filter_incoming_waste` so your AI agent only tracks usable material. This keeps your data clean and prevents your inventory from being cluttered with unusable dust or tiny slivers. - Get a clear picture of your waste levels using `get_inventory_composition` to track waste trends over time. You can see exactly how many small, medium, and large pieces you have on hand at any given moment. - Speed up production by letting your agent handle the search for offcuts instead of manual measuring. You can just tell your agent what you need, and it will tell you exactly what's available in your warehouse. - Improve your margins on custom jobs by prioritizing the reuse of existing material for every new order. This turns your scrap into a secondary inventory source that directly impacts your bottom line. ## How It Works The bottom line is you stop throwing away usable material by making your scrap pile searchable. 1. Connect your inventory data source to the Connector. 2. Input new waste pieces as they are generated during production. 3. Query your agent to find matches for new project requirements. ## Frequently Asked Questions **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` tool 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` tool. 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` tool provides a high-level summary of available pieces categorized by Small, Medium, and Large size tiers.