Published article "Pipelines in MQL5".

In this piece, we look at a key data preparation step for machine learning that is gaining rapid significance. Data Preprocessing Pipelines. These in essence are a streamlined sequence of data transformation steps that prepare raw data before it is fed to a model. As uninteresting as this may initially seem to the uninducted, this ‘data standardization’ not only saves on training time and execution costs, but it goes a long way in ensuring better generalization. In this article we are focusing on some SCIKIT-LEARN preprocessing functions, and while we are not exploiting the MQL5 Wizard, we will return to it in coming articles.
Published article "Developing A Custom Account Performance Matrix Indicator".

This indicator acts as a discipline enforcer by tracking account equity, profit/loss, and drawdown in real-time while displaying a performance dashboard. It can help traders stay consistent, avoid overtrading, and comply with prop-firm challenge rules.
Published article "The Parafrac V2 Oscillator: Integrating Parabolic SAR with Average True Range".

The Parafrac V2 Oscillator is an advanced technical analysis tool that integrates the Parabolic SAR with the Average True Range (ATR) to overcome limitations of its predecessor, which relied on fractals and was prone to signal spikes overshadowing previous and current signals. By leveraging ATR’s volatility measure, the version 2 offers a smoother, more reliable method for detecting trends, reversals, and divergences, helping traders reduce chart congestion and analysis paralysis.
The most downloaded free products:
Bestsellers in the Market:
The most popular forum topics:
- _AppliedTo passed to iCustom but not being set in indicator 16 new comments
- New MetaTrader 5 Platform Build 5260: Enhancements in Algo Forge, extended OpenBLAS support, and new inheritance rules in MQL5 15 new comments
- Subject: EA attaches to multiple charts instead of one (default Moving Average EA issue) 12 new comments
Published article "From Novice to Expert: Implementation of Fibonacci Strategies in Post-NFP Market Trading".

In financial markets, the laws of retracement remain among the most undeniable forces. It is a rule of thumb that price will always retrace—whether in large moves or even within the smallest tick patterns, which often appear as a zigzag. However, the retracement pattern itself is never fixed; it remains uncertain and subject to anticipation. This uncertainty explains why traders rely on multiple Fibonacci levels, each carrying a certain probability of influence. In this discussion, we introduce a refined strategy that applies Fibonacci techniques to address the challenges of trading shortly after major economic event announcements. By combining retracement principles with event-driven market behavior, we aim to uncover more reliable entry and exit opportunities. Join to explore the full discussion and see how Fibonacci can be adapted to post-event trading.
Published article "Price Action Analysis Toolkit Development (Part 40): Market DNA Passport".

This article explores the unique identity of each currency pair through the lens of its historical price action. Inspired by the concept of genetic DNA, which encodes the distinct blueprint of every living being, we apply a similar framework to the markets, treating price action as the “DNA” of each pair. By breaking down structural behaviors such as volatility, swings, retracements, spikes, and session characteristics, the tool reveals the underlying profile that distinguishes one pair from another. This approach provides more profound insight into market behavior and equips traders with a structured way to align strategies with the natural tendencies of each instrument.
Published article "Quantum computing and trading: A fresh approach to price forecasts".

The article describes an innovative approach to forecasting price movements in financial markets using quantum computing. The main focus is on the application of the Quantum Phase Estimation (QPE) algorithm to find prototypes of price patterns allowing traders to significantly speed up the market data analysis.
The most downloaded free products:
Bestsellers in the Market:
Most downloaded source codes this month
- Outbreak Trader 1.0 Breakout Trader 1.0 trades breakouts from the range.
- Pending tread EA (Best for Gold) The Pending_tread EA is a versatile and easy-to-use trading robot designed to automate the placement and management of multiple pending orders arranged in a grid pattern above and below the current market price. This EA is well-suited for scalping strategies and can operate on any timeframe or currency pair, making it highly flexible for various trading styles.
- MT4-BuildYourGridEA The expert is a system to help any trader to make a grid of orders.
Most read articles this month

In this article, we demonstrate an easy way to install MetaTrader 5 on popular Linux versions — Ubuntu and Debian. These systems are widely used on server hardware as well as on traders’ personal computers.

How to purchase a trading robot from the MetaTrader Market and to install it?
A product from the MetaTrader Market can be purchased on the MQL5.com website or straight from the MetaTrader 4 and MetaTrader 5 trading platforms. Choose a desired product that suits your trading style, pay for it using your preferred payment method, and activate the product.
How to Test a Trading Robot Before Buying
Buying a trading robot on MQL5 Market has a distinct benefit over all other similar options - an automated system offered can be thoroughly tested directly in the MetaTrader 5 terminal. Before buying, an Expert Advisor can and should be carefully run in all unfavorable modes in the built-in Strategy Tester to get a complete grasp of the system.
Published article "Neural Networks in Trading: A Hybrid Trading Framework with Predictive Coding (StockFormer)".

In this article, we will discuss the hybrid trading system StockFormer, which combines predictive coding and reinforcement learning (RL) algorithms. The framework uses 3 Transformer branches with an integrated Diversified Multi-Head Attention (DMH-Attn) mechanism that improves on the vanilla attention module with a multi-headed Feed-Forward block, allowing it to capture diverse time series patterns across different subspaces.
Published article "Automating Trading Strategies in MQL5 (Part 32): Creating a Price Action 5 Drives Harmonic Pattern System".

In this article, we develop a 5 Drives pattern system in MQL5 that identifies bullish and bearish 5 Drives harmonic patterns using pivot points and Fibonacci ratios, executing trades with customizable entry, stop loss, and take-profit levels based on user-selected options. We enhance trader insight with visual feedback through chart objects like triangles, trendlines, and labels to clearly display the A-B-C-D-E-F pattern structure.
The most downloaded free products:
Bestsellers in the Market:
Published article "Developing a multi-currency Expert Advisor (Part 21): Preparing for an important experiment and optimizing the code".

For further progress it would be good to see if we can improve the results by periodically re-running the automatic optimization and generating a new EA. The stumbling block in many debates about the use of parameter optimization is the question of how long the obtained parameters can be used for trading in the future period while maintaining the profitability and drawdown at the specified levels. And is it even possible to do this?
Published article "Neural Networks in Trading: An Ensemble of Agents with Attention Mechanisms (Final Part)".

In the previous article, we introduced the multi-agent adaptive framework MASAAT, which uses an ensemble of agents to perform cross-analysis of multimodal time series at different data scales. Today we will continue implementing the approaches of this framework in MQL5 and bring this work to a logical conclusion.
Published article "Mastering Fair Value Gaps: Formation, Logic, and Automated Trading with Breakers and Market Structure Shifts".

This is an article that I have written aimed to expound and explain Fair Value Gaps, their formation logic for occurring, and automated trading with breakers and market structure shifts.
The most downloaded free products:
Most downloaded source codes this week
- Martingale Pulse EA Introducing MP by SPLpulse, a sophisticated and highly versatile Expert Advisor designed for the modern trader. Whether you are a scalper, a trend follower, or a reversal trader, MP by SPLpulse combines multiple trading strategies with an institutional-grade risk management suite to adapt to your unique trading style. Take control of your trading with unparalleled customization and powerful automation.
- WaveTrend The WaveTrend Indicator (WT) is a powerful technical analysis tool designed to identify trend direction and potential reversal points. It plots two lines, WT1 and WT2 , in a separate window, calculated based on price momentum and smoothed averages.
- Supertrend A SuperTrend indicator that plots trend direction using ATR volatility to create dynamic support/resistance levels for MetaTrader 5.
Most read articles this week

In this article, we demonstrate an easy way to install MetaTrader 5 on popular Linux versions — Ubuntu and Debian. These systems are widely used on server hardware as well as on traders’ personal computers.

How to purchase a trading robot from the MetaTrader Market and to install it?
A product from the MetaTrader Market can be purchased on the MQL5.com website or straight from the MetaTrader 4 and MetaTrader 5 trading platforms. Choose a desired product that suits your trading style, pay for it using your preferred payment method, and activate the product.

Elevate Your Trading With Smart Money Concepts (SMC): OB, BOS, and FVG
Elevate your trading with Smart Money Concepts (SMC) by combining Order Blocks (OB), Break of Structure (BOS), and Fair Value Gaps (FVG) into one powerful EA. Choose automatic strategy execution or focus on any individual SMC concept for flexible and precise trading.
Bestsellers in the Market:
The most popular forum topics:
- Subscribed to VPS, Does not start and does not show in MQL5 site as active subscription 16 new comments
- New MetaTrader 5 Platform Build 5260: Enhancements in Algo Forge, extended OpenBLAS support, and new inheritance rules in MQL5 14 new comments
- Why am I getting .dat file instead of .csv when exporting? 5 new comments
The most downloaded free products:
Bestsellers in the Market:
New publications in CodeBase
- ZIGZAG CALIBRATION TOOLS Allows you to easily visualize bullish and bearish periods confirmed by the zigzag indicator using vlines. You can control the display of the zigzag, choosing to start from the beginning of the chart or from a certain number of bars, as well as the display of labels showing the price of the peak or trough, the direction of the past period, and its amplitude in pips. Of course, it works on the main window as well as on sub-windows. WARNING!!! This is a valuable aid to understanding and calibrating indicators and developing strategies, but it is not intended for direct use. Translated with DeepL.com (free version)
- The RSI Engine The RSI Engine EA is a highly versatile automated trading robot for MetaTrader 5, designed to execute trades based on signals from the popular Relative Strength Index (RSI) indicator. Version 2.1 features optimized signal processing and enhanced stability. The EA provides a flexible framework with multiple RSI-based strategies, confirmation filters, and comprehensive trade management settings, making it suitable for both novice and experienced traders.


























