# Mass Balance Analytical AI Agent Connect

> Calculates chemical mass balance, recovery rates, and method efficiency for laboratory procedures.

## Overview
- **Category:** analytics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_5Ly7PQiSN2OqF0XJZXIT9dqA5YPhYB6OJQWNnUCa/ai-agent-connect
- **Tags:** mass-balance, recovery-rate, analytical-chemistry, quality-control, efficiency

## Description

This MCP server provides essential analytical tools for verifying chemical procedure accuracy. It allows agents to calculate the total percentage of a substance recovered using `calculate_overall_recovery`, evaluate process effectiveness with `calculate_method_efficiency`, and map mass distribution via `analyze_mass_distribution`. It also includes `validate_procedure_compliance` to ensure results meet laboratory quality control thresholds.

## Tools

### calculate_overall_recovery
Determines the total percentage of the target substance successfully recovered from the initial sample

### calculate_method_efficiency
Evaluates how effective the entire analytical process was

### analyze_mass_distribution
Breaks down where the initial mass ended up across different stages of the procedure

### validate_procedure_compliance
Checks if the current mass balance results meet pre-defined quality control thresholds

## Prompt Examples

**Prompt:** 
```
Calculate the overall recovery if the initial mass was 50.0mg and the final detected mass is 45.5mg.
```

**Response:** 
```
The total recovery is 91.0%. The detected mass is 45.5mg and the lost mass is 4.5mg.
```

**Prompt:** 
```
What is the method efficiency if extraction efficiency is 0.95 and the recovery rate is 0.90?
```

**Response:** 
```
The combined efficiency is 0.855, which is rated as Acceptable.
```

**Prompt:** 
```
Analyze the mass distribution for an initial mass of 100mg, an extracted mass of 90mg, and a measured mass of 85mg.
```

**Response:** 
```
The analyte in solution is 85mg, the residue mass is 5mg, and the unaccounted loss is 10mg.
```

## Frequently Asked Questions

**How do I calculate the total recovery of my sample?**
You can use the `calculate_overall_recovery` tool by providing the initial sample mass and the final detected mass.

**Can I check if my results meet laboratory standards?**
Yes, the `validate_procedure_compliance` tool checks if your recovery percentage falls within your specified target range.

**How is method efficiency determined?**
The `calculate_method_efficiency` tool determines efficiency by multiplying the extraction efficiency and the recovery rate.