Crypto Indicators MCP

🚀 Crypto Indicators and Strategies Guide

This guide provides a comprehensive overview of cryptocurrency indicators and strategies, along with installation instructions and usage examples.

🚀 Quick Start

📦 Installation

To start using this library, install it by running the following command:

pip install crypto-indicators-strategies

💻 Usage Examples

📝 Basic Usage

Example 1: Calculate MACD Indicator

Input (Natural Language Prompt):

Please calculate the MACD for BTC/USDT on a 1-hour time frame, with a fast period of 12, a slow period of 26, a signal period of 9, and retrieve 100 data points.

Output:

{"macd": [...], "signal": [...], "histogram": [...]}

Example 2: Calculate RSI Strategy

Input (Natural Language Prompt):

Please calculate the RSI strategy signals for ETH/USDT on a 4-hour time frame, with a period of 14, and retrieve 50 data points.

Output:

[-1, 0, 1, 0, ...]

📚 Code Examples

Example 1: Calculate MACD Indicator

from crypto_indicators_strategies import calculate_macd

# Input data (assumed)
data = {
    'close': [100, 105, 98, 112, 107],
    'open': [95, 100, 96, 108, 103],
    'high': [102, 106, 100, 114, 108],
    'low': [93, 97, 95, 106, 102]
}

# Calculate MACD
result = calculate_macd(data)

# Output the result
print(result)

Example 2: Calculate RSI Strategy

from crypto_indicators_strategies import calculate_rsi_strategy

# Input data (assumed)
data = {
    'close': [100, 105, 98, 112, 107],
    'open': [95, 100, 96, 108, 103],
    'high': [102, 106, 100, 114, 108],
    'low': [93, 97, 95, 106, 102]
}

# Calculate RSI strategy
result = calculate_rsi_strategy(data)

# Output the result
print(result)

📚 Documentation

📊 Indicators

Trend Indicators

• calculate_absolute_price_oscillator: Absolute Price Oscillator (APO)
• calculate_aroon: Aroon Indicator
• calculate_balance_of_power: Balance of Power (BOP)
• calculate_chande_forecast_oscillator: Chande Forecast Oscillator (CFO)
• calculate_macd: Moving Average Convergence Divergence (MACD)
• calculate_parabolic_sar: Parabolic SAR (PSAR)
• calculate_kdj: Stochastic Oscillator (KDJ)
• calculate_typical_price: Typical Price Indicator
• calculate_volume_weighted_moving_average: Volume Weighted Moving Average (VWMA)

Momentum Indicators

• calculate_rsi: Relative Strength Index (RSI)
• calculate_momentum: Momentum Indicator
• calculate_awesome_oscillator: Awesome Oscillator (AO)
• calculate_ichimoku_cloud: Ichimoku Cloud Indicator
• calculate_stochastic_oscillator: Stochastic Oscillator (STOCH)
• calculate_williams_r: Williams %R

Volatility Indicators

• calculate_true_range: True Range (TR)
• calculate_average_true_range: Average True Range (ATR)
• calculate_bollinger_bands: Bollinger Bands (BB)
• calculate_keltner_channels: Keltner Channels (KC)
• calculate_moving_standard_deviation: Moving Standard Deviation
• calculate_projection_oscillator: Projection Oscillator (PO)
• calculate_ulcer_index: Ulcer Index (UI)

Volume Indicators

• calculate_on_balance_volume: On-Balance Volume (OBV)
• calculate_accumulation_distribution: Accumulation/Distribution Indicator
• calculate_money_flow_index: Money Flow Index (MFI)
• calculate_volume_price_trend: Price and Volume Trend (PVT)
• calculate_force_index: Force Index

📈 Strategies

Trend Strategies

• calculate_macd_strategy: MACD Strategy
• calculate_kdj_strategy: KDJ Strategy
• calculate_parabolic_sar_strategy: PSAR Strategy
• calculate_bollinger_band_strategy: Bollinger Bands Strategy

Momentum Strategies

• calculate_rsi_strategy: RSI Strategy
• calculate_stochastic_strategy: STOCH Strategy
• calculate_momentum_strategy: Momentum Strategy

Volatility Strategies

• calculate_bollinger_bands_strategy: Bollinger Bands Volatility Strategy
• calculate_keltner_channels_strategy: Keltner Channels Volatility Strategy

📄 License

This project is licensed under the MIT License. See the LICENSE file for details.

For more information or to contribute to the code, please visit our GitHub repository: https://github.com/your-username/crypto-indicators-strategies