Williams Fractals Strategy

Williams Fractals Strategy MCP Connector for Claude

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Identify price reversals and breakout signals using deterministic Williams Fractals.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides tools to identify price extrema and execute breakout strategies using Williams Fractals. It allows AI agents to analyze price series for Up-Fractals and Down-Fractals, calculate fractal density and amplitude, and generate validated BUY, SELL, or HOLD signals. By using analyze_fractal_patterns, agents can detect structural metrics, while evaluate_trading_signals provides entry prices, stop-losses, and take-profit levels based on volatility-adjusted rules. The get_market_regime_context tool helps determine trend strength and volatility levels.

fractalsbreakouttrading-strategyvolatilityprice-action

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

analyze_fractal_patterns

Identify confirmed Up and Down fractals and calculate structural metrics

evaluate_trading_signals

Determine Buy, Sell, or Hold signals based on current price and fractal data

get_market_regime_context

Provide a summary of recent fractal activity to understand market structure

See how to talk to your AI agent using Williams Fractals Strategy.

Analyze these high and low prices for fractal patterns: [10, 12, 15, 13, 11, 10, 12, 14, 16, 14, 12]

The analysis identified an Up-Fractal at index 2 with a price of 15 and a Down-Fractal at index 5 with a price of 10. The current fractal density is 2 in the last 20 bars.

Should I buy if the current price is 16, the last fractal was an Up-Fractal at 15, and the ATR is 1?

BUY signal: Entry Price: 16.0, Stop-Loss: 14.0, Take-Profit: 18.0.

What is the current market regime based on this fractal data: {"density": 5, "trendStrength": "Bullish", "lastFractalType": "UP_FRACTAL"}?

The market is in a High Volatility regime with Bullish trend strength.

A fractal is confirmed two bars after the middle bar (the peak or trough) satisfies the extremum condition.

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