# Cell Viability Calculation Engine AI Agent Connect

> Calculate cell viability, IC50, and growth inhibition from assay data.

## Overview
- **Category:** data-analysis
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_v7TYMPsfLMMfryCJP6j5lpW07yBUdhP1QBpBEtGF/ai-agent-connect
- **Tags:** cell-viability, ic50, assay, mtt, trypan-blue

## Description

This MCP server provides specialized analytical tools for biological research. It allows AI agents to process assay measurements to determine cellular health and drug potency. Use `viability_percentage` to compare treated and control signals, `growth_inhibition` to find the suppression rate, `estimate_ic50` to determine the half-maximal inhibitory concentration from dose-response data, and `summarize_assay` to generate comprehensive experimental reports.

## Tools

### summarize_assay
Aggregates multiple data points into a structured report of an experiment's findings

### viability_percentage
Calculates the percentage of surviving cells for a specific treatment relative to the control

### estimate_ic50
Estimates the concentration of a drug that causes 50% reduction in viability

### growth_inhibition
Determines the percentage of cell growth that has been suppressed by a treatment

## Prompt Examples

**Prompt:** 
```
Calculate the viability for a metabolic assay where the treated value is 45 and the control is 100.
```

**Response:** 
```
The cell viability is 45%.
```

**Prompt:** 
```
What is the growth inhibition if the viability is 30%?
```

**Response:** 
```
The growth inhibition is 70%.
```

**Prompt:** 
```
Estimate the IC50 for these concentrations [0.1, 1, 10] and viabilities [100, 50, 10].
```

**Response:** 
```
The estimated IC50 is 1.
```

## Frequently Asked Questions

**What assay types are supported?**
The engine supports metabolic assays (like MTT) and membrane integrity assays (like Trypan Blue).

**How do I calculate the IC50?**
You can use the `estimate_ic50` tool by providing arrays of concentrations and their corresponding viability percentages.

**Can I get a full report of my experiment?**
Yes, the `summarize_assay` tool aggregates average viability, inhibition range, and IC50 into a single report.