# Moving Average Envelope Calculator MCP for AI Agents AI Agent Connect

> Moving Average Envelope Calculator MCP for technical analysis. It calculates SMA and EMA center lines, generates upper and lower price envelopes based on percentage offsets, and identifies volatility shifts or price breakouts. It's built for traders and analysts who need automated envelope calculations and market state snapshots within their AI workflows.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_J3TyizWGyFeOZ5LDzH0sZoxpVYRxNdHuhqYr0nUu/ai-agent-connect
- **Tags:** moving-average, envelopes, sma, ema, volatility

## Description

This MCP changes how you handle technical indicators by turning raw price data into actionable envelope bands. Instead of manually calculating moving averages and applying percentage offsets in a spreadsheet, you can simply hand price history to your agent. It handles the math for both Simple and Exponential moving averages, creating the upper and lower boundaries you need to spot price extremes. You can track whether market volatility is expanding or contracting by watching how the envelope width changes over time. It also provides quick snapshots to tell you if a current price is hitting an overbought or oversold level relative to its bands. Because this is part of the Vinkius catalog, you can connect it to your preferred AI client once and immediately start running these calculations without setting up local environments or complex math libraries. It essentially gives your agent the ability to perform precise technical trend and volatility analysis on demand.

## Tools

### analyze_envelope_volatility
Measures if the envelope width is expanding or contracting to track market volatility. This helps you see if price movement is accelerating or stabilizing.

### calculate_envelope_series
Computes a complete historical dataset of moving averages and their upper and lower bands. It's perfect for generating full technical charts from raw price lists.

### get_latest_envelope_status
Provides a quick snapshot of the most recent calculation to determine the current market state. Use this to instantly see if a price is overbought or oversold.

## Prompt Examples

**Prompt:** 
```
Calculate the envelope series for these prices: [100, 102, 101, 105, 107, 106, 110] using a 5-period SMA and 2% envelope.
```

**Response:** 
```
Here is the calculated envelope series for your data:

| Period | SMA (Center) | Upper Band (2%) | Lower Band (2%) |
| :--- | :--- | :--- | :--- |
| 1 | 100.0 | 102.0 | 98.0 |
| 2 | 101.0 | 103.02 | 98.98 |
| 3 | 101.0 | 103.02 | 98.98 |
| 4 | 102.0 | 104.04 | 99.96 |
| 5 | 103.0 | 105.06 | 100.94 |
| 6 | 103.5 | 105.57 | 101.43 |
| 7 | 105.0 | 107.1 | 102.9 |
```

**Prompt:** 
```
Is the current price of 150 overbought given a center line of 140 and a 5% envelope?
```

**Response:** 
```
No, the price is actually **overbought**.

* **Center Line:** 140
* **Upper Envelope (5%):** 147
* **Current Price:** 150

Since the current price of 150 is above the upper envelope of 147, the asset is currently trading in the overbought zone.
```

**Prompt:** 
```
Check the latest status for prices [50, 51, 52, 53, 54, 55] with a 3-period EMA.
```

**Response:** 
```
The latest market state is as follows:

* **Current Price:** 55
* **EMA (Center Line):** 54.1
* **Status:** **Neutral**

The price is currently sitting between the upper and lower envelopes.
```

## Capabilities

### Generate historical envelope datasets
Get a full series of moving averages, upper bands, and lower bands for any given price history.

### Detect price breakouts
Identify when prices move outside of the calculated upper or lower envelope boundaries.

### Monitor volatility shifts
Track whether the distance between the envelope bands is widening or narrowing.

### Check current market state
Get an immediate status update on whether the latest price is overbought or oversold.

### Calculate custom SMA and EMA bands
Create center lines using either simple or exponential moving averages with specific percentage offsets.

## Use Cases

### Detecting sudden volatility spikes
A trader notices a quiet market and asks their agent to use analyze_envelope_volatility to see if the bands are starting to expand, signaling a new move.

### Identifying overextended prices
An analyst sees a massive price surge and asks their agent to run get_latest_envelope_status to check if the asset is currently overbought.

### Backtesting envelope strategies
A researcher provides a year of price data and uses calculate_envelope_series to see how a 2% EMA envelope would have behaved during past market cycles.

### Automating breakout alerts
A user asks their agent to monitor a price list and flag any instances where the price breaks through the upper envelope boundary.

## Benefits

- Eliminate manual math by letting your agent calculate SMA and EMA envelopes instantly.
- Spot market extremes faster using get_latest_envelope_status to identify overbought or oversold conditions.
- Monitor trend strength by using analyze_envelope_volatility to see if bands are widening or narrowing.
- Build historical datasets quickly with calculate_envelope_series for deep technical research.
- Identify price breakouts immediately when the price moves outside the calculated bands.

## How It Works

The bottom line is you stop doing manual math and start asking your agent for technical envelope insights.

1. Provide your agent with a list of recent price data and your preferred moving average type.
2. The MCP processes the math to build the center lines and percentage-based envelopes.
3. Your agent receives the calculated series, volatility metrics, or current status snapshots.

## Frequently Asked Questions

**How can I use the Moving Average Envelope Calculator MCP for technical analysis?**
You can use it to automatically generate price bands, detect when prices break out of envelopes, and monitor if market volatility is increasing or decreasing.

**Can the Moving Average Envelope Calculator MCP identify overbought stocks?**
Yes. By checking the latest envelope status, your agent can tell you if a price has moved above the upper band, indicating an overbought condition.

**Does the Moving Average Envelope Calculator MCP support EMA?**
Yes, you can choose between Simple Moving Averages (SMA) and Exponential Moving Averages (EMA) when calculating your envelopes.

**How do I track volatility with the Moving Average Envelope Calculator MCP?**
You can use the volatility analysis tool to see if the distance between your upper and lower envelopes is expanding or contracting.

**Can I use this Moving Average Envelope Calculator MCP with Claude or Cursor?**
Yes, as long as your client is MCP-compatible, you can connect to this tool to perform technical calculations directly in your chat interface.

**Will the Moving Average Envelope Calculator MCP work with any price data?**
Yes, you can provide any historical price list to the tool to generate full envelope series and technical snapshots.