# Parts Compatibility Plan AI Agent Connect

> Parts Compatibility Plan MCP acts as a precision matching engine for industrial components. It lets your AI client check if specific parts meet manufacturer specs and your unique constraints. You can verify part suitability, build budget-conscious purchase lists, and prepare for the physical installation of new hardware.

## Overview
- **Category:** supply-chain
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Y3a5OB4CCj4yo5Dil2XYeDn7xJSscCRUEWm3CZnv/ai-agent-connect
- **Tags:** compatibility, procurement, manufacturing, logistics, engineering

## Description

You can stop guessing if a replacement part will actually fit your machinery. This MCP gives your AI agent the ability to run precise compatibility checks against manufacturer specifications and your specific operational constraints. Instead of manually cross-referencing technical manuals, you can ask your agent to validate a part's suitability or check if your required constraints are even physically possible. Once you know a part works, the MCP helps you move from theory to reality. You can generate a full list of compatible components that stay within your budget or pull the exact logistical requirements needed to get the part installed on-site. It turns your AI client into a technical procurement and logistics assistant that understands the physical realities of industrial hardware.

## Tools

### get_compatibility_report
This tool checks if a specific candidate part is suitable for a target model based on your constraints.

### get_installation_requirements
Use this to get the physical and logistical steps needed to install a matched part.

### validate_part_constraints
This tool confirms if your set of user constraints is logically sound and possible for a specific model.

### generate_purchase_plan
This tool creates a list of all compatible parts you can buy to meet a specific project requirement.

## Prompt Examples

**Prompt:** 
```
Is part P-100 compatible with model M-500 given a max price of 500?
```

**Response:** 
```
The part P-100 is compatible with model M-500 and falls within your budget.
```

**Prompt:** 
```
Generate a purchase plan for model M-200 with a budget of 1000.
```

**Response:** 
```
The total estimated cost for compatible parts is 850, which is within your budget.
```

**Prompt:** 
```
What tools do I need to install part P-202 on model M-101?
```

**Response:** 
```
You will need a torque wrench and a specialized alignment jig for this installation.
```

## Capabilities

### Constraint Validation
Your agent checks if your technical requirements are physically possible for a specific model.

### Budgeted Procurement
The AI builds a list of parts that fit your project's financial limits.

### Installation Planning
Your agent identifies the tools and logistics needed for a successful part installation.

### Technical Matching
The MCP compares candidate parts against manufacturer specifications.

## Use Cases

### Emergency Repairs
Quickly verify if a spare part in stock will work for a broken machine.

### Project Budgeting
Generate a list of all necessary parts for a new installation while staying under budget.

### Logistics Prep
Determine the tools and physical requirements needed before a technician arrives on site.

### Constraint Testing
Check if a specific set of user-defined constraints is actually feasible for a model.

## Benefits

- Reduces errors by checking part specs against manufacturer data.
- Automates the creation of purchase lists within set budgets.
- Prepares installation teams by identifying required tools and steps.
- Prevents impossible requests by validating constraints early.

## How It Works

Connect the MCP to your AI client to start running technical queries.

1. Connect your AI client to the Vinkius hosted MCP.
2. Ask your agent to validate a part or generate a plan.
3. The agent calls the specific tool to check specs or constraints.
4. Your agent receives the technical data and presents the result.

## Frequently Asked Questions

**What can this MCP do for my supply chain?**
It helps you validate part compatibility, generate purchase plans within budget, and prepare for part installations.

**Can I use this with Claude or Cursor?**
Yes, this MCP works with any MCP-compatible client including Claude, Cursor, and Windsurf.

**How does it handle budgeting?**
The generate_purchase_plan tool creates a list of compatible parts that fit within your specified budget.

**Does it help with installation?**
Yes, the get_installation_requirements tool provides the physical and logistical steps needed for installation.

**How do I know if my constraints are realistic?**
You can use the validate_part_constraints tool to see if your requirements are logically sound for a specific model.

**How does the compatibility check work?**
The system checks if the candidate part's attributes fall within the allowed ranges defined in the Manufacturer Specifications and satisfy all provided user constraints.

**Can I generate a full procurement list?**
Yes, you can use the `generate_purchase_plan` tool to identify all compatible parts that fit your target model and budget.

**What information is needed for installation prep?**
You need the `modelId` and the `partId` to retrieve required tools, safety protocols, and estimated duration via `get_installation_requirements`.