# Embroidery Thread Calculator AI Agent Connect > Embroidery Thread Calculator handles the math for your textile production. It calculates total thread length including waste, determines how many skeins you need to buy, and checks if your stitch parameters are realistic for your machines. Your AI client can now manage material inventory and production planning without manual calculations. ## Overview - **Category:** productivity - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_p4hi8vI4nZrfHpOd6HP6X37nT5RbarkmWbvjWUuI/ai-agent-connect - **Tags:** embroidery, thread, calculation, production, textile-design ## Description Stop guessing how much thread you need for a new design. This MCP gives your AI client the ability to run precise calculations for embroidery production. You can determine the exact length of thread required for a specific task, including a buffer for waste, so you never run out mid-stitch. It also handles the logistics of purchasing by calculating the exact number of full skeins you need to order based on your design requirements. Beyond just counting thread, you can use it to audit your material usage. It calculates the efficiency ratio of your skeins to see how much thread is actually being used versus what is wasted. If you are working with new parameters, the MCP can validate your stitch and length inputs to make sure they fall within realistic operational bounds for embroidery machinery. It turns your AI agent into a production assistant that understands the physical constraints of textile manufacturing. ## Tools ### calculate_skein_count This tool calculates the exact number of full skeins you need to purchase for a design. ### get_material_efficiency_ratio This tool evaluates how much of a single skein is actually used by a specific embroidery design. ### get_total_thread_requirement This tool finds the total length of thread needed for a specific embroidery task, including waste factors. ### validate_stitch_parameters This tool checks if your stitch counts and lengths are within realistic bounds for embroidery machines. ## Prompt Examples **Prompt:** ``` How much thread do I need for 5000 stitches if each stitch uses 2mm of thread and I want a 10% waste factor? ``` **Response:** ``` You will need a total of 11000mm of thread (10000mm base + 1000mm waste). ``` **Prompt:** ``` I need 15000mm of thread and my skeins are 4000mm each. How many skeins do I need? ``` **Response:** ``` You will need to purchase 4 skeins. ``` **Prompt:** ``` Is a stitch count of 1,000,000 and a length per stitch of 0.5mm realistic? ``` **Response:** ``` Yes, these parameters are within realistic operational bounds. ``` ## Capabilities ### Thread Length Calculation Your agent calculates the total thread length needed for a job including a waste buffer. ### Inventory Planning The AI determines the exact number of skeins to buy for a production run. ### Material Auditing Your client checks the efficiency ratio of thread usage per skein. ### Parameter Validation The MCP verifies that stitch counts and lengths are physically possible for machines. ## Use Cases ### Pre-Production Planning Calculate the total thread needed for a large batch of embroidered items before starting the machines. ### Material Costing Determine how many skeins to buy to ensure you have enough for a specific design. ### Design Verification Check if a new design's stitch density and length are within machine limits. ### Waste Reduction Analyze the efficiency ratio to see how much thread is being wasted per skein. ## Benefits - Reduces thread shortages by including configurable waste factors in calculations. - Prevents over-ordering by calculating exact skein counts. - Catches unrealistic design parameters before they reach the machine. - Tracks material efficiency to monitor thread usage. ## How It Works Connect your AI client to Vinkius to start running embroidery math immediately. 1. Connect your preferred MCP-compatible client to Vinkius. 2. Provide your stitch counts, lengths, or thread requirements to your AI agent. 3. The AI uses the MCP tools to run the specific calculation you requested. 4. Receive precise thread lengths, skein counts, or validation results. ## Frequently Asked Questions **How does this MCP handle thread waste?** You can include a configurable waste factor when calculating the total thread requirement to ensure you have enough extra thread for the job. **Can I use this with Claude or Cursor?** Yes, this MCP works with any MCP-compatible client including Claude, Cursor, Windsurf, and VS Code. **What if my stitch parameters are impossible?** The validate_stitch_parameters tool checks your inputs against realistic operational bounds to tell you if the values are realistic. **Does this help with ordering supplies?** Yes, the calculate_skein_count tool tells you exactly how many full skeins you need to purchase for a design. **How do I know if I am wasting too much thread?** You can use the get_material_efficiency_ratio tool to see how much of a purchased skein is actually used by your design. **How do I calculate the total thread needed?** You can use the `get_total_thread_requirement` tool by providing the total stitch count, the length of thread used per stitch, and an optional waste percentage. **How many skeins should I buy?** Use the `calculate_skein_count` tool. Provide the total required length (including waste) and the length of a single skein to get the minimum number of whole skeins required. **Can I account for thread waste?** Yes, the `get_total_thread_requirement` tool includes a `wastePercentage` parameter to account for machine threading, starts, stops, and breakage.