Volatility Breakout Strategy

Volatility Breakout Strategy MCP Connector for Claude

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Identify market breakouts using Bollinger Band squeezes and ATR expansion filters.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides a deterministic engine for detecting high-conviction market breakouts. By combining Bollinger Band volatility analysis with Average True Range (ATR) filters, it identifies when a market is transitioning from a low-volatility 'squeeze' to a high-volatility expansion. Use analyze_volatility_regime to detect market states, calculate_signals to generate actionable BUY or SELL orders, and get_breakout_metrics to evaluate the strength of a move based on volume and expansion rates.

tradingvolatilitybollinger-bandsatrbreakout

3 tools expose this connector's capabilities to your AI agent.

analyze_volatility_regime

Determines the current market state (Squeeze, Expansion, or Contraction)

calculate_signals

Generates specific BUY, SELL, or HOLD trading signals

get_breakout_metrics

Provides a granular breakdown of the strength and characteristics of a detected breakout

See how to talk to your AI agent using Volatility Breakout Strategy.

Analyze the current market state for these prices: [150.2, 151.5, 152.1, 150.8, 149.5, 153.2, 155.0, 156.5, 158.0, 157.5]

The current market state is expansion.

Generate a trading signal for this price and volume data.

BUY at 158.50, Stop-Loss: 155.20, Take-Profit: 162.40.

How strong is the current breakout?

The breakout has high conviction with an expansion rate of 0.15 and a significant volume spike.

You can use the `get_breakout_metrics` tool to check the volume Z-Score and the Bollinger Band expansion rate to confirm high conviction.

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