Mean-Reversion Ensemble Strategy

Mean-Reversion Ensemble Strategy MCP Connector for Claude

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An algorithmic trading engine that uses an ensemble of RSI, Bollinger Bands, and Z-Score to identify high-probability mean-reversion entries.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides a deterministic ensemble strategy for identifying mean-reversion opportunities. By aggregating three distinct technical indicators--RSI, Bollinger Bands, and Z-Score--the engine confirms extreme market conditions through an ensemble scoring mechanism. Users can use calculate_ensemble_signals to generate technical indicators, generate_trading_plan to derive specific entry and exit parameters, and analyze_reversion_probability to evaluate the historical success rate of specific ensemble scores. This approach ensures that trades are only initiated when multiple signals align, reducing the risk of false signals in volatile markets.

mean-reversionrsibollinger-bandsz-scorealgorithmic-trading

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

calculate_ensemble_signals

analyze_reversion_probability

generate_trading_plan

See how to talk to your AI agent using Mean-Reversion Ensemble Strategy.

Generate technical signals for these closing prices: [150.2, 148.5, 145.0, 142.1, 140.5, 141.2, 143.5]

The signal series has been generated. The final bar shows an oversoldScore of 3, indicating a potential BUY signal.

Create a trading plan for the following signal series: [{"timestamp": 1625097600, "rsi": 25, "bbLower": 145, "bbUpper": 160, "zScore": -2.5, "oversoldScore": 3, "overboughtScore": 0, "signalType": "BUY"}]

The trading plan is ready. Entry Price: 140.5, Stop-Loss: 136.38, Take-Profit: 150.2.

What is the historical probability of reversion for an ensemble score of 3?

Based on the provided signal series, an ensemble score of 3 has a historical reversion probability of 68.5%.

The ensemble score is a count (0 to 3) of how many indicators (RSI, Bollinger Bands, and Z-Score) simultaneously signal an extreme oversold or overbought condition.

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