MCP For Claude Marketplace
Calibration Curve Generator

Calibration Curve Generator MCP Connector for Claude

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Generates mathematical calibration models and statistical analysis for analytical instruments.

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

This MCP server provides analytical chemistry tools to establish mathematical relationships between standard concentrations and instrument responses. Use generate_calibration_model to create regression models with optional weighting or outlier removal. You can also use calculate_unknown_concentration to determine sample concentrations, validate_calibration_quality to check regulatory compliance, and get_detection_limit_statistics to retrieve sensitivity metrics like LOD and LOQ.

regressionanalytical-chemistrycalibrationstatisticsinstrumentation

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

generate_calibration_model

Creates the primary mathematical model from a set of concentration and response data

get_detection_limit_statistics

Provides detailed statistical context regarding the sensitivity and limits of the instrument

validate_calibration_quality

Evaluates if a calibration curve is fit for use based on regulatory or laboratory standards

calculate_unknown_concentration

Converts a specific instrument signal into its corresponding concentration using an existing model

See how to talk to your AI agent using Calibration Curve Generator.

Generate a calibration model for concentrations [1, 2, 5, 10] and responses [10.2, 20.5, 51.0, 99.8].

The calibration model has been generated with a slope of 10.0 and an intercept of 0.1, featuring an R-squared of 0.999.

Calculate the concentration for a response of 45.5 using a model with slope 10 and intercept 0.

The calculated concentration for the measured response is 4.55.

What are the detection limits for a model with LOD 0.01 and LOQ 0.05?

The Limit of Detection (LOD) is 0.01 and the Limit of Quantitation (LOQ) is 0.05.

You can use the `generate_calibration_model` tool by providing arrays of known concentrations and their corresponding instrument responses.

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