# Collectible Price Analyzer AI Agent Connect

> Collectible Price Analyzer MCP gives your AI client the ability to run math and statistics on your inventory. It handles everything from calculating the total market value of a list of items to identifying your most expensive pieces and generating full price distributions. Instead of manual math, you just provide the data and let your agent do the heavy lifting.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_IWHIzo5RXcKQ8sEYVGPwWjm9zDVO6wLIrLh4bjGh/ai-agent-connect
- **Tags:** collectibles, valuation, statistics, market-value, inventory

## Description

If you manage a collection of high-value items, you know that tracking total value and spotting trends is a constant chore. This MCP turns your AI client into a specialized financial analyst for your inventory. You don't need to build spreadsheets or run manual formulas. You simply feed your list of prices or item values to your agent, and it performs the calculations for you. 

You can quickly find out how much your entire collection is worth or pinpoint exactly which single item holds the most value. If you need to see how your pricing is distributed, the MCP provides mean, median, minimum, and maximum values. You can also isolate specific items that meet a certain price threshold to see what's driving your collection's worth. It's a direct way to get hard numbers from your inventory data without the manual overhead.

## Tools

### filter_high_value_items
This tool pulls out only the items that meet or exceed a specific price you set. It's useful for isolating your most significant assets from a larger list.

### find_highest_value_item
This tool identifies the single most expensive item in your provided list. Use it to quickly spot your top asset.

### get_price_statistics
This tool generates a statistical summary of your collection. It provides the mean, median, minimum, and maximum values for your price distribution.

### calculate_collection_total
This tool sums up the market value of every item in your list. It gives you the total combined value of your collection in one step.

## Prompt Examples

**Prompt:** 
```
What is the total value of my collection with prices [10, 25, 50, 100]?
```

**Response:** 
```
The total value of your collection is 185.
```

**Prompt:** 
```
Which item is the most expensive in this list: [5, 12, 8, 20, 3]?
```

**Response:** 
```
The most expensive item is 20.
```

**Prompt:** 
```
Give me the statistics for these prices: [10, 20, 30, 40, 50].
```

**Response:** 
```
The average price is 30, the median is 30, the minimum is 10, and the maximum is 50.
```

## Capabilities

### Total Valuation
Your agent calculates the sum of all item prices in a list.

### Statistical Summaries
The MCP provides mean, median, and range data for price distributions.

### Asset Identification
Your agent finds the single most expensive item in a dataset.

### Threshold Filtering
The tool extracts items that exceed a specific price point.

## Use Cases

### Portfolio Valuation
Calculate the total market value of a diverse collection of assets instantly.

### High-Value Audits
Filter a long list of items to see only those that exceed a specific price threshold.

### Price Trend Analysis
Get a statistical breakdown of price ranges to understand your collection's distribution.

### Top Asset Spotting
Quickly identify the most expensive piece in a large inventory list.

## Benefits

- Eliminates manual math by letting your agent handle all price calculations.
- Provides instant statistical distributions like median and mean.
- Speeds up asset identification by finding top-value items immediately.
- Simplifies inventory auditing through threshold-based filtering.

## How It Works

Connect the MCP to your client and start sending data for analysis.

1. Connect the MCP to your preferred client like Claude or Cursor via Vinkius.
2. Provide your list of item prices or values to your agent.
3. Ask your agent to perform a specific calculation or filter.
4. The agent invokes the necessary tool to process the data.
5. Receive the calculated totals, statistics, or filtered lists immediately.

## Frequently Asked Questions

**What can this MCP do with my collection data?**
It can calculate total values, find the most expensive items, provide statistical summaries like mean and median, and filter items based on price thresholds.

**Which AI clients can I use with this MCP?**
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

**Do I need to provide the data myself?**
Yes, you provide the list of prices or item values to your agent, and the MCP tools process that data for you.

**Can I find the average price of my items?**
Yes, the get_price_statistics tool provides a full distribution summary including the mean.

**How do I isolate my most expensive items?**
You can use the filter_high_value_items tool to extract items that meet a specific price threshold or find_highest_value_item to find the single top item.