MT5 Multi‑Timeframe Candlestick Pattern Scanner & Backtester
A comprehensive tool to scan M5, M15, H1, H4, D1 charts for classical candlestick patterns, backtest their performance with realistic entry/exit simulation, and run a live scanner that alerts when a new pattern appears.
Features
- 20+ patterns: Doji, Hammer, Engulfing, Morning/Evening Star, Three White Soldiers, Marubozu, Harami, Tweezers, Rising/Falling Three Methods, etc.
- Stop Loss / Take Profit based on ATR (configurable multiplier, R:R ratio)
- Higher‑timeframe ATR for fast timeframes (M5/M15 automatically use H1 ATR → realistic SL/TP)
- Entry verification (stop orders only filled if touched on next candle)
- Forward evaluation with intra‑candle path simulation – avoids look‑ahead bias
- R‑level tracking (up to R5) and hit‑rate analysis
- Volume confirmation and D1 trend filter
- Deduplication – picks the highest‑priority pattern per candle
- Session classification (Asia, London, NY, etc.)
- Full backtests over date ranges → CSV reports, summary tables, and text reports
- Live scanner – monitors all active timeframes and prints formatted alerts when a new candle closes
- Position sizing (risk‑based) displayed in alerts
Installation
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Install MetaTrader 5
-
Install Python dependencies: pip install MetaTrader5 pandas numpy colorama python-dotenv
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Clone this repository (or copy mt5_multitf_pattern_scanner.py into a folder).
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Create a .env file in the same directory as the script, containing your MT5 login credentials: .env
MT5_PATH=C:\Program Files\Broker\terminal64.exe
MT5_ACCOUNT=12345678
MT5_PASSWORD=YourPassword
MT5_SERVER=YourBrokerServer1
- Run the script (see usage below).
Basic Usage Live Scanner (default) Monitors all active timeframes (M5, M15, H1, H4, D1) and prints alerts whenever a new candle closes and a pattern is detected.
python mt5_multitf_pattern_scanner.py To scan only specific timeframes:
python mt5_multitf_pattern_scanner.py --timeframes H1 H4 D1 Press Ctrl+C to stop.
One‑Shot Scan Scan the latest closed candle on all active timeframes and exit.
python mt5_multitf_pattern_scanner.py --mode scan Quick Backtest (last N bars) Simulate patterns on the most recent N candles (default 500) for a given timeframe. Useful for a fast performance snapshot.
python mt5_multitf_pattern_scanner.py --mode backtest --bars 500 --timeframes H4 Full Backtest (date‑ranged) Run a complete backtest over a specified date range. Generates CSV files (detections, pattern summary, session summary) and a detailed text report.
Backtest all timeframes for the full year 2025
python mt5_multitf_pattern_scanner.py --mode fullbacktest --from 2025-01-01 --to 2025-12-31
Backtest only H4 with D1 trend filter and volume filter enabled
python mt5_multitf_pattern_scanner.py --mode fullbacktest
--timeframes H4
--from 2025-01-01 --to 2025-12-31
--d1-trend-filter --volume-filter
Output directory: ./backtest_results/ (can be changed with --output).
Configuration Most parameters can be changed via command‑line arguments:
Argument Description Default
--symbol Trading symbol EURUSD
--atr ATR period 14
--sl Stop loss multiplier (x ATR) 1.5
--tp Take profit multiplier (x ATR) 1.5
--forward Forward evaluation candles 15 for H4 (auto‑scaled per TF)
--volume-filter Enable volume confirmation False
--d1-trend-filter Require trend on D1 to match pattern direction False
--account-balance Account size for position sizing display 100000
--risk-percent Risk % of account per trade 1.0
See --help for the full list.