Validation Parameter Calculator MCP Connector for Claude
A+Calculates ICH Q2 analytical method validation parameters like accuracy, precision, and linearity.
This MCP server provides specialized tools for pharmaceutical and chemical method validation following ICH Q2 guidelines. It allows AI agents to perform complex analytical calculations including calculate_accuracy for percent recovery, calculate_precision for repeatability and intermediate precision, calculate_linearity_and_range for linear regression analysis, and evaluate_method_suitability to verify robustness and system suitability against defined thresholds.
Related Connectors
Data Analysis Prover MCP
A marketing team asked an AI to analyze campaign data. The AI reported 'significant correlation between email frequency and purchase rate (p<0.05).' The team tripled emails. Unsubscribes spiked 340%. Sample: N=47 self-selected respondents, no power analysis. Correlation: observational, no confounders. Distribution: right-skewed but mean used. p=0.043 but Cohen's d=0.12 — trivial. Chart: truncated Y-axis making a 2% difference look enormous. This tool forces five axes: sample validity, causal inference, distribution awareness, significance with effect size, and visualization integrity.
Reservoir Prediction Uncertainty MCP
Quantifies uncertainty in reservoir predictions using parameter ranges and correlations.
Sampling System Design MCP
Calculates optimal sampling parameters using Gy's sampling theory.
Wine Tasting Panel Design MCP
Design sensory tasting panels for wine quality control by calculating panelist requirements and reliability.