# Nanoparticle Synthesis Yield Analyzer AI Agent Connect

> Calculate yield, atom economy, and particle counts for nanoparticle synthesis.

## Overview
- **Category:** chemistry
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_VCo7iIg3rH6ZSxnxwNRQzrOhrWlZjRknjRmi2NRG/ai-agent-connect
- **Tags:** nanoparticles, stoichiometry, mass-balance, yield-calculation, material-science

## Description

This MCP server provides specialized chemical analysis tools for nanoparticle synthesis. It allows AI agents to perform precise mass balance calculations, determine limiting reactants using `get_stoichiometry_analysis`, and evaluate material recovery with `get_yield_metrics`. It also supports calculating particle populations via `get_particle_count` and analyzing reaction efficiency through `get_mass_balance_report`.

## Tools

### get_mass_balance_report
Analyzes mass distribution during the reaction

### get_particle_count
Calculates the number of individual particles produced

### get_stoichiometry_analysis
Identifies the limiting reactant and theoretical mass limit

### get_yield_metrics
Calculates yield and efficiency of nanoparticle synthesis

## Prompt Examples

**Prompt:** 
```
What was the yield and atom economy for my synthesis using 5g of precursor A (molar mass 100) and 4g of product mass with 1g of ligand mass?
```

**Response:** 
```
The synthesis achieved a percentage yield of 85% and an atom economy of 92%.
```

**Prompt:** 
```
How many particles were produced if I have 2mg of core mass and the radius is 10nm?
```

**Response:** 
```
The synthesis produced approximately 1.25e15 individual nanoparticles.
```

**Prompt:** 
```
Identify the limiting reactant for precursors with masses [10, 5] and molar masses [50, 50] with a stoichiometric ratio of [1, 1].
```

**Response:** 
```
The limiting reactant is the second precursor (index 1).
```

## Frequently Asked Questions

**How do I calculate the limiting reactant?**
You can use the `get_stoichiometry_analysis` tool by providing the precursor masses and their stoichiometric ratios.

**Does this account for surfactants and ligands?**
Yes, tools like `get_yield_metrics` and `get_mass_balance_report` allow you to input ligand mass to ensure accurate mass balance.

**Can I estimate the number of particles produced?**
Yes, use the `get_particle_count` tool with the core mass and the particle radius to find the total count.