# Elder Impulse Calculator MCP for AI Agents AI Agent Connect

> Elder Impulse Calculator MCP provides deterministic technical analysis for market momentum. It identifies market regimes by analyzing the convergence of EMA trends and MACD histogram momentum, allowing your AI agent to pinpoint specific buy and sell entry points based on strict momentum rules.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_xDLIkBN56N8PQjiHnXj1jK47yNW9snCr3axgR0XN/ai-agent-connect
- **Tags:** trading, macd, ema, momentum, technical-analysis

## Description

Trading requires moving from guesswork to math. This MCP gives your AI agent the ability to process price series and momentum data through the lens of the Elder Impulse System. Instead of staring at charts and trying to eyeball trends, you can have your agent identify exactly when market regimes shift. It looks at how EMA trends and MACD momentum align to flag specific market states. You can use it to scan through historical data to find specific entry points or get a high-level summary of how often certain signals appear in a given period. By connecting this to your preferred AI client through the Vinkius catalog, you turn a chat interface into a technical analysis workstation that follows strict, repeatable rules rather than intuition. It's about getting clear, actionable signals from raw price and momentum data without the manual math.

## Tools

### calculate_impulse_signals
Generates the core impulse signal sequence for a provided price series and momentum data. It outputs the specific color signals for each data point.

### evaluate_trade_triggers
Identifies specific entry points based on strict impulse rules. It tells you exactly where buy and sell signals occur in the sequence.

### get_signal_summary
Provides a high-level overview of signal frequency and regime changes. It aggregates the total counts of different signal types.

## Prompt Examples

**Prompt:** 
```
Can you check the impulse signals for these prices: [150, 152, 151, 153, 155] and this MACD: [0.1, 0.2, 0.1, 0.3, 0.4]?
```

**Response:** 
```
Based on the data provided, the impulse signals are:

| Index | Price | MACD | **Signal** |
| :--- | :--- | :--- | :--- |
| 0 | 150 | 0.1 | **BLUE** |
| 1 | 152 | 0.2 | **GREEN** |
| 2 | 151 | 0.1 | **BLUE** |
| 3 | 153 | 0.3 | **GREEN** |
| 4 | 155 | 0.4 | **GREEN** |
```

**Prompt:** 
```
Give me a summary of these recent signals: [{'color': 'GREEN', 'isChange': true, 'persistence': 1}, {'color': 'GREEN', 'isChange': false, 'persistence': 2}, {'color': 'RED', 'isChange': true, 'persistence': 1}].
```

**Response:** 
```
Here is the summary of the signal sequence:

* **Total Green Signals:** 2
* **Total Red Signals:** 1
* **Total Blue Signals:** 0
* **Total Regime Changes:** 1
```

**Prompt:** 
```
Where are the buy and sell entries in this signal list: [{'color': 'GREEN', 'isChange': true, 'persistence': 1}, {'color': 'RED', 'isChange': true, 'persistence': 1}]?
```

**Response:** 
```
The momentum rules identify the following entry points:

* **Buy Entry:** Index 0
* **Sell Entry:** Index 1
```

## Capabilities

### Identify market regimes
Your agent determines if the market is in a trending or neutral state based on momentum convergence.

### Generate impulse sequences
Get a full list of color-coded signals for any provided price and MACD data set.

### Pinpoint entry points
Find the exact indices where momentum rules trigger specific buy or sell opportunities.

### Summarize signal frequency
Get a high-level count of signal types and regime changes over a specific period.

## Use Cases

### Backtesting momentum strategies
A trader provides a year of historical data and asks the agent to find every time a GREEN signal appeared following a BLUE signal.

### Real-time signal monitoring
An analyst feeds recent price action into the agent to check if the current market regime has shifted from neutral to trending.

### Automated entry identification
A developer uses the agent to scan a dataset and extract the exact indices for buy triggers to feed into an execution script.

### Trend regime auditing
A risk manager uses the summary tool to see if a specific asset has been stuck in a RED signal regime for too long.

## Benefits

- Remove subjectivity by using deterministic rules instead of eyeballing charts.
- Speed up backtesting by letting your agent process large price series instantly via calculate_impulse_signals.
- Find precise entries using evaluate_trade_triggers instead of guessing where a trend starts.
- Get a bird's-eye view of market trends using get_signal_summary to see regime shifts.
- Convert raw MACD and EMA data into actionable color-coded signals automatically.

## How It Works

The bottom line is you turn raw price data into deterministic momentum signals.

1. Provide your price series and MACD histogram data to your AI client.
2. The agent runs the data through the Elder Impulse logic.
3. You receive a structured list of signals, summaries, or specific trade triggers.

## Frequently Asked Questions

**How can I use the Elder Impulse Calculator MCP for my trading strategy?**
You can use it to automate the detection of momentum shifts. By providing price and MACD data, your agent can identify specific buy and sell triggers based on the Elder Impulse System rules.

**Does the Elder Impulse Calculator MCP work with any price data?**
Yes, as long as you provide the corresponding price series and MACD histogram data, the MCP can generate the impulse signal sequence for you.

**Can I use this MCP to backtest historical momentum signals?**
Absolutely. You can feed historical datasets into your agent, and it will use the impulse tools to identify exactly where signals occurred in the past.

**What kind of signals does the Elder Impulse Calculator MCP produce?**
It produces deterministic color-coded signals (Green, Red, and Blue) that represent the current market regime and momentum state.

**Is the Elder Impulse Calculator MCP compatible with Claude or Cursor?**
Yes, this MCP is designed to work with any MCP-compatible client, including Claude, Cursor, and Windsurf.

**What are the different impulse signals?**
The system produces GREEN (bullish), RED (bearish), and BLUE (neutral) signals based on whether the EMA and MACD histogram are aligned or conflicting.

**How do I identify trade entries?**
You can use `evaluate_trade_triggers` to find specific bar indices where a GREEN signal indicates a buy entry and a RED signal indicates a sell entry.

**Can I customize the EMA period?**
Yes, the `calculate_impulse_signals` tool allows you to specify an `emaPeriod`, which defaults to 13.