MCP For Claude Marketplace
Sampling Plan Designer

Sampling Plan Designer MCP Connector for Claude

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Generates statistically rigorous sampling plans for quality control.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides tools to design and evaluate statistical sampling plans for analytical quality control. It allows users to calculate fundamental parameters like sample size and acceptance numbers, retrieve standardized plans from ISO 2859 or ANSI/ASQ, generate Operating Characteristic (OC) curves, and compare different plans to determine which is more conservative for a given defect rate. Use calculate_basic_plan to find optimal parameters, lookup_standard_plan for industry standards, and get_oc_curve_data for visualization data.

samplingiso-2859ansi-asqquality-assurancestatistical-analysis

4 tools expose this connector's capabilities to your AI agent.

calculate_basic_plan

Generates the fundamental parameters of a sampling plan (n and c) based on target quality and risk levels

compare_plans

Evaluates two different sampling plans to determine which is more stringent or carries less risk

get_oc_curve_data

Provides a series of data points to plot the Operating Characteristic curve for a specific plan

lookup_standard_plan

Retrieves a pre-defined sampling plan from ISO 2859 or ANSI/ASQ tables based on lot size and inspection level

See how to talk to your AI agent using Sampling Plan Designer.

Calculate a sampling plan for a lot of 5000 units with an AQL of 0.01, producer risk of 0.05, and consumer risk of 0.10.

For a lot size of 5000 with an AQL of 1%, the calculated sample size is 132 and the acceptance number is 3.

What is the standard plan for a lot size of 1000 using ISO 2859 General II inspection?

The ISO 2859 General II plan for a lot size of 1000 specifies a sample size of 80 and an acceptance number of 2.

Compare a plan with sample size 50 and acceptance number 1 against a plan with sample size 80 and acceptance number 2 at a 2% defect rate.

At a 2% defect rate, the plan with sample size 80 and acceptance number 2 is more conservative.

You can use the `calculate_basic_plan` tool by providing the lot size, target AQL, producer risk, and consumer risk.

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