# Enzyme Kinetics Analyzer AI Agent Connect

> Calculates Vmax, Km, kcat, and catalytic efficiency from reaction rate data.

## Overview
- **Category:** biochemistry
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_mIDQtsjpqK8ansrEzgGt4k3lc2k8dvK8CAljVVDv/ai-agent-connect
- **Tags:** enzyme, kinetics, michaelis-menten, biochemistry, data-analysis

## Description

This MCP server provides specialized tools for biochemical analysis using the Michaelis-Menten model. It allows researchers to calculate fundamental kinetic constants like Vmax, Km, kcat, and catalytic efficiency from experimental substrate concentrations and reaction velocities. Additionally, it provides coordinate transformations for creating standard kinetic plots, including `get_lineweaver_burk_coordinates`, `get_eadie_hofstee_coordinates`, and `get_hanes_woolf_coordinates`.

## Tools

### analyze_kinetics_parameters
Calculates the fundamental kinetic constants from raw experimental data

### get_eadie_hofstee_coordinates
Transforms raw kinetic data into coordinates suitable for an Eadie-Hofstee plot

### get_hanes_woolf_coordinates
Transforms raw kinetic data into coordinates suitable for a Hanes-Woolf plot

### get_lineweaver_burk_coordinates
Transforms raw kinetic data into coordinates suitable for a Lineweaver-Burk double-reciprocal plot

## Prompt Examples

**Prompt:** 
```
Calculate the kinetic parameters for an enzyme with substrate concentrations [0.1, 0.5, 1.0, 2.0, 5.0] and velocities [0.05, 0.2, 0.35, 0.45, 0.55] using an enzyme concentration of 0.01.
```

**Response:** 
```
The calculated parameters are: Vmax = 0.62, Km = 0.45, kcat = 62.0, and catalytic efficiency = 137.78.
```

**Prompt:** 
```
Get the coordinates for a Lineweaver-Burk plot with concentrations [1, 2, 3] and velocities [10, 20, 30].
```

**Response:** 
```
The Lineweaver-Burk coordinates are x: [1.0, 0.5, 0.333] and y: [0.1, 0.05, 0.033].
```

**Prompt:** 
```
Provide the Hanes-Woolf coordinates for substrate concentrations [2, 4, 6] and velocities [5, 10, 15].
```

**Response:** 
```
The Hanes-Woolf coordinates are x: [2, 4, 6] and y: [0.4, 0.4, 0.4].
```

## Frequently Asked Questions

**What kinetic parameters can I calculate?**
You can calculate Vmax, Km, kcat, and catalytic efficiency using the `analyze_kinetics_parameters` tool.

**How do I prepare data for plotting?**
Use the specific coordinate tools like `get_lineweaver_burk_coordinates` to transform your raw substrate concentrations and velocities into plot-ready coordinates.

**What happens if my input arrays have different lengths?**
The tools will return an error if the substrate concentrations and reaction velocities arrays do not have the same number of data points.