# Flow Cytometry Analysis AI Agent Connect

> Analyze fluorescence-based flow cytometry data, calculate cell population metrics, and apply spectral compensation.

## Overview
- **Category:** scientific-research
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_iwoEZmYtIHi9P7B3D2lrnvWwZURvhk2WfMQh9ZIO/ai-agent-connect
- **Tags:** flow-cytometry, fluorescence, immunology, statistics, biotechnology

## Description

This MCP server provides specialized tools for processing and analyzing flow cytometry data. It allows AI agents to perform complex biological data tasks such as calculating cell population percentages and MFI using `analyze_populations`, correcting spectral overlap with `apply_compensation`, and determining non-specific binding via `evaluate_isotype_background`. It also provides granular distribution metrics through `get_population_statistics` to support detailed immunological research.

## Tools

### apply_compensation
Adjusts fluorescence data to correct for spectral overlap between fluorophores

### analyze_populations
Calculates the percentage and statistical metrics for defined cell populations

### evaluate_isotype_background
Determines the level of non-specific binding to establish a baseline for true fluorescence

### get_population_statistics
Provides detailed distribution metrics for a specific gated subset

## Prompt Examples

**Prompt:** 
```
Calculate the population statistics for my fluorescence data using this gating strategy.
```

**Response:** 
```
The analysis shows that the T-cell population accounts for 15.4% of the total events with an MFI of 450.2.
```

**Prompt:** 
```
Apply compensation to this raw fluorescence data.
```

**Response:** 
```
The fluorescence data has been corrected for spectral overlap based on the provided matrix.
```

**Prompt:** 
```
Is the signal from my target antibody significant compared to the isotype control?
```

**Response:** 
```
Yes, the signal is significant as the target MFI exceeds the isotype MFI by more than the required threshold.
```

## Frequently Asked Questions

**How can I correct spectral overlap in my data?**
You can use the `apply_compensation` tool by providing your raw fluorescence measurements and a valid compensation matrix.

**Can I calculate the percentage of a specific cell population?**
Yes, the `analyze_populations` tool calculates the percentage and statistical metrics for all defined gates in your gating strategy.

**How do I check for non-specific antibody binding?**
Use the `evaluate_isotype_background` tool to compare your target data against isotype control data to establish a baseline.