# Filtration Throughput Calculator AI Agent Connect > Filtration Throughput Calculator MCP helps wine producers manage the technical math behind liquid processing. Use it to determine the exact filter media surface area needed, estimate how often you'll need to swap filters, and check if your current equipment can handle a specific batch before you start the run. ## Overview - **Category:** industrial-automation - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_wILoxWBXzZdVYV26oQJNmBC4rhozyya0BntXaAYZ/ai-agent-connect - **Tags:** wine, filtration, throughput, maintenance, capacity-planning ## Description You can stop guessing if your equipment can handle the next batch. This MCP gives your AI client the specific formulas needed to manage wine filtration workflows. Instead of manual calculations, you tell your agent the volume of wine, the solids percentage, and your deadline. It then handles the math to tell you exactly what you need. You can use it to decide between depth and crossflow strategies based on your specific wine profile. It also helps you avoid mid-process downtime by predicting how many filter changes you'll face. If you have a specific piece of equipment in the cellar, you can verify its capacity against a new batch to ensure you don't run into bottlenecks. It turns your AI into a technical planning partner for the winery. ## Tools ### compare_filtration_strategies Compares depth and crossflow filtration methods for a specific wine profile. It helps you decide which method fits your current batch better. ### estimate_maintenance_requirements Calculates the total processing time and how many filter replacements you'll need. This helps you plan for downtime and supplies. ### get_required_filter_area Finds the minimum filter media surface area needed. It uses your target volume and deadline to give you a specific measurement. ### validate_system_capacity Checks if your existing filtration setup is large enough for a specific batch. It prevents you from starting a run that your equipment can't finish. ## Prompt Examples **Prompt:** ``` How much filter area do I need for 5000 liters of wine with 2% solids to be filtered in 10 hours using depth filtration? ``` **Response:** ``` You need 125.5 square meters of filter media to process 5000 liters in 10 hours with 2% solids using depth filtration. ``` **Prompt:** ``` Will my 50 square meter filter be enough for 2000 liters of wine with 5% solids in 5 hours using crossflow? ``` **Response:** ``` Yes, your 50 square meter filter is sufficient for this batch. ``` **Prompt:** ``` Compare depth and crossflow for 10000 liters of wine with 1% solids and a 24 hour deadline. ``` **Response:** ``` Crossflow filtration is recommended for this profile because it requires fewer filter changes than depth filtration. ``` ## Capabilities ### Area Calculation The AI calculates the exact surface area of filter media required for your volume and timeframe. ### Maintenance Forecasting Your agent predicts the number of filter changes needed for a specific run. ### Strategy Comparison The AI evaluates depth versus crossflow methods for your specific wine profile. ### Capacity Validation The AI checks if your current hardware can handle the volume and solids of a new batch. ## Use Cases ### Pre-Batch Planning Calculate the necessary filter area before starting a large volume run. ### Equipment Auditing Verify if a specific filter setup can handle a high-solids batch. ### Maintenance Scheduling Estimate how many filter changes to stock up on before a filtration cycle. ### Method Selection Compare depth and crossflow options to find the best fit for a specific wine profile. ## Benefits - Reduces manual math errors in filtration planning. - Prevents equipment bottlenecks by validating capacity before runs start. - Provides clear maintenance schedules based on solids and volume. - Helps choose the most efficient filtration method for different wine profiles. ## How It Works Connect your AI client to Vinkius to start running technical filtration calculations. 1. Connect your preferred client like Claude or Cursor to the Vinkius hosted MCP. 2. Provide your batch details like volume, solids percentage, and time limit to your AI client. 3. The AI uses the specific tools to run the math. 4. Receive direct answers regarding filter area, maintenance, or capacity. ## Frequently Asked Questions **What can this MCP calculate for wine production?** It calculates required filter media area, estimated maintenance needs like filter changes, and compares different filtration strategies. **How do I know if my current filter is big enough?** You can use the validate_system_capacity tool to check if your existing setup can handle a specific batch of wine. **Can I use this with Claude or Cursor?** Yes, you can connect this MCP to any compatible client including Claude, Cursor, and Windsurf. **Does it help with choosing between depth and crossflow filtration?** Yes, the compare_filtration_strategies tool provides a side by side comparison based on your wine profile. **How does it estimate maintenance?** The estimate_maintenance_requirements tool calculates how many times you'll need to replace filters and the total time the process will take. **How do I know if my current equipment is enough?** You can use the `validate_system_capacity` tool. Provide your existing surface area, the wine volume, the deadline, and the solids level to see if your setup is sufficient. **What is the difference between depth and crossflow in these calculations?** The tools account for different fouling rates. Depth filtration typically requires more frequent filter changes, while crossflow maintains a more consistent throughput. **Can I compare different filtration methods?** Yes, the `compare_filtration_strategies` tool provides a side-by-side comparison of depth and crossflow methods based on your specific wine profile.