# Bottling Sterile Filter Requirements AI Agent Connect > Bottling Sterile Filter Requirements MCP handles the math for safe liquid filtration. It connects your AI client to a specialized calculation engine designed for wine production and microbial risk assessment. Use it to pick the right pore size, determine membrane surface area, and select the physical hardware needed to prevent clogging and ensure sterility. ## Overview - **Category:** science - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_QdHnym5pLXEANP5BXBfjtPKpeB1kC4Iibdz9ICFZ/ai-agent-connect - **Tags:** filtration, bottling, microbiology, wine-production, quality-control ## Description You can use this MCP to bridge the gap between microbial risk assessment and physical filtration hardware. It is built specifically to handle the technical requirements of liquid bottling, with a heavy focus on wine production safety. Instead of manual calculations, your agent can determine the exact membrane diameter needed based on your specific microbial load and target sterility levels. Once you have the right pore size, the MCP calculates the total membrane area required to process your specific volume. It also translates those area requirements into actual physical hardware needs, telling you exactly which cartridge configurations you'll need on the floor. To prevent equipment failure, it evaluates whether you need a pre-filter to stop your primary membranes from clogging. Finally, it provides the validation protocols required to ensure your setup meets safety standards through integrity testing. ## Tools ### calculate_filtration_surface_area This tool finds the total membrane area you need to process a specific volume under your current microbial conditions. ### calculate_integrity_test_requirements This tool determines the specific validation protocols required for your selected filtration setup. ### determine_cartridge_configuration This tool converts your required surface area into a list of physical hardware requirements. ### evaluate_pre_filtration_need This tool checks if you need a pre-filter to protect your sterile membrane from clogging. ### select_pore_size This tool recommends the optimal pore size, such as 45μm or 0.65μm, based on your microbial load and target SAL. ## Prompt Examples **Prompt:** ``` I have 5000 liters of wine with a microbial load of 10 microbes/ml. I need a sterility assurance level of 1e-6. What pore size should I use? ``` **Response:** ``` Based on a microbial load of 10 microbes/ml and a target SAL of 1e-6, the recommended pore size is 0.45μm, which carries a High risk level. ``` **Prompt:** ``` How many cartridges do I need if my required surface area is 15 square meters and each cartridge provides 0.5 square meters? ``` **Response:** ``` You will need 30 cartridges to provide a total capacity of 15.0 square meters. ``` **Prompt:** ``` What kind of integrity test is required for a 0.45μm pore size with 5 cartridges? ``` **Response:** ``` For a 0.45μm pore size and 5 cartridges, the required test protocol is Diffusion, with the specific pass criteria defined by the membrane manufacturer's threshold. ``` ## Capabilities ### Pore Size Selection Your agent picks the right membrane diameter based on microbial load and risk profiles. ### Surface Area Calculation The MCP calculates the total membrane area needed for your specific liquid volume. ### Hardware Configuration It translates mathematical area requirements into physical cartridge counts and setups. ### Clogging Prevention The tool evaluates if pre-filtration is necessary to protect your sterile membranes. ### Validation Planning It identifies the integrity test protocols needed to validate your filtration process. ## Use Cases ### Wine Sterilization Calculate the exact pore size and surface area needed to ensure a specific sterility assurance level for a wine batch. ### Equipment Planning Convert required filtration area into a specific number of cartridges for a production run. ### Process Validation Identify which integrity tests are required for a specific pore size and cartridge setup. ### Membrane Protection Assess if a pre-filter is required to prevent your sterile membranes from clogging during a run. ## Benefits - Calculates exact membrane area based on volume and microbial load. - Determines physical hardware needs from calculated surface area. - Identifies necessary pre-filtration to prevent membrane clogging. - Provides specific integrity test protocols for process validation. ## How It Works Connect your AI client to Vinkius to access the calculation engine. 1. Connect your preferred MCP-compatible client to Vinkius. 2. Provide your liquid volume and microbial load data to your agent. 3. The agent uses the MCP tools to run calculations for pore size, area, and hardware. 4. Receive specific hardware requirements and validation protocols. ## Frequently Asked Questions **What kind of liquids is this MCP for?** The calculation engine is specifically optimized for liquid bottling, particularly wine production. **How does it determine the pore size?** It uses your microbial load and target sterility assurance level (SAL) to recommend the optimal pore size, such as 0.45μm or 0.65μm. **Can it help with equipment setup?** Yes, it translates the required surface area into the specific number of cartridges and physical hardware configurations you need. **Does it help prevent membrane failure?** It includes a tool to evaluate if a pre-filter is necessary to protect your sterile membranes from clogging. **How do I know if my filtration is valid?** The MCP calculates the specific integrity test requirements, such as Diffusion tests, needed for your setup. **How do I decide between 0.45μm and 0.65μm pore sizes?** You can use the `select_pore_size` tool. It evaluates the microbial load and your required Sterility Assurance Level (SAL) to recommend the safest and most efficient pore size for your specific liquid. **Will this tool tell me how many filter cartridges I need to buy?** Yes. After calculating the required surface area, use `determine_cartridge_configuration` to get the exact number of cartridges required based on the surface area of your specific hardware. **Does this account for pre-filtration requirements?** Yes, the `evaluate_pre_filtration_need` tool analyzes the microbial load and pore size to determine if a pre-filter is necessary to prevent the primary sterile membrane from clogging.