# Material Selection Database AI Agent Connect

> Identify, rank, and compare engineering materials based on environmental conditions and performance requirements.

## Overview
- **Category:** engineering
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_ouKwNB589supE47mt47w2paY7Zo50vxVLFLMx0rV/ai-agent-connect
- **Tags:** materials, engineering, optimization, manufacturing, selection

## Description

This MCP server provides a decision-support system for engineering material selection using Ashby-style methodology. It allows AI agents to identify suitable materials by evaluating operating conditions and mandatory constraints. Users can use `find_suitable_materials` to filter candidates, `rank_materials` to optimize for specific performance indices like stiffness-to-weight, `compare_material_properties` for side-by-side data analysis, and `evaluate_manufacturability_and_cost` to assess production feasibility. It is designed to work with Cursor, VS Code, Claude Desktop, and Windsurf via Vinkius Edge.

## Tools

### compare_material_properties
Provides a side-by-side comparison of specific properties between two or more materials

### evaluate_manufacturability_and_cost
Assesses the economic and production feasibility of the selected materials

### find_suitable_materials
Identifies a list of materials that satisfy all mandatory constraints and operating conditions

### rank_materials
Orders the suitable materials based on a specific performance goal

## Prompt Examples

**Prompt:** 
```
Find materials that can withstand 500°C and have a minimum yield strength of 200 MPa.
```

**Response:** 
```
The following materials meet your thermal and strength requirements: Titanium Alloy Ti-6Al-4V and Nickel-based Superalloy Inconel 718.
```

**Prompt:** 
```
Rank these materials for the best stiffness-to-weight ratio: Aluminum 6061, Steel 1018, and Titanium Ti-6Al-4V.
```

**Response:** 
```
Based on the stiffness-to-weight ratio, the ranking is: 1. Titanium Ti-6Al-4V, 2. Aluminum 6061, 3. Steel 1018.
```

**Prompt:** 
```
Compare the density and yield strength of Aluminum 6061 and Steel 1018.
```

**Response:** 
```
Aluminum 6061 has a density of 2.70 g/cm³ and a yield strength of 276 MPa, while Steel 1018 has a density of 7.87 g/cm³ and a yield strength of 370 MPa.
```

## Frequently Asked Questions

**How do I find materials that meet my specific constraints?**
You can use the `find_suitable_materials` tool by providing a map of your required property thresholds and the expected operating conditions.

**Can I optimize materials for weight reduction?**
Yes, use the `rank_materials` tool and set the performance goal to a metric like stiffness_to_weight to find the best candidates for lightweight applications.

**How does the system handle manufacturing feasibility?**
The `evaluate_manufacturability_and_cost` tool provides scores for manufacturability, cost, and availability based on your intended production method, such as casting or 3d_printing.