Articles, Library comments - page 3

Check out the new article: Combining LLM, CatBoost, and Quantum Computing into a Unified Trading System . The article proposes a synthesis of new technologies to overcome the limitations of classical indicators in market data analytics. It shows how language models and quantum encoding can reveal

Check out the new article: From Basic to Intermediate: Navigating the Sandbox . In this article, we'll look at two ways to inspect the contents of the sandbox and even interact with it, using MetaTrader 5 as the base platform. Understanding the material in this article is essential to understanding

PropFirmGuard : Equity guard that enforces a daily loss limit and a total drawdown limit, flattens the account on breach and blocks trading until the next daily reset. Includes the guard as a reusable include file plus a self-test expert that proves the behaviour in the strategy tester. Author

Check out the new article: MetaTrader 5 Machine Learning Blueprint (Part 20): Denoising, Detoning, and Clustering the Feature Correlation Matrix . Raw feature correlations contain estimation noise and a shared market-mode component that distort clustering. We fit the Marcenko–Pastur noise ceiling

Check out the new article: Building a Hull Moving Average Momentum Oscillator in MQL5 . This article builds a Hull Moving Average Momentum indicator in MQL5 by combining raw price momentum with Hull MA smoothing. We compute momentum as the close-to-close difference over a user-defined length, form

Check out the new article: Price Action Analysis Toolkit Development (Part 80): Building a History Navigator for MetaTrader 5 . We implement a History Navigator for MetaTrader 5 that jumps the chart to an exact historical period by date and time. The dialog validates inputs, converts them to

Check out the new article: Creating a Cairo-Inspired Graphics Library for MetaTrader 5 (Part 1): Why the terminal needs its own 2D-renderer Contents . This article opens a step-by-step 2D graphics engine for MetaTrader. It standardizes ARGB colors and implements a reusable surface: a uint pixel

Check out the new article: Chart Synchronization for Easier Technical Analysis . Chart Synchronization for Easier Technical Analysis is a tool that ensures all chart timeframes display consistent graphical objects like trendlines, rectangles, or indicators across different timeframes for a single

Check out the new article: Neural Networks in Trading: An End-to-End Multivariate Time Series Forecasting Model (Conclusion) . We are pleased to present the final part of our series on GinAR — a neural network framework for time series forecasting. In this article, we analyze the results of testing

Check out the new article: How to connect AI agents to MetaTrader 5 via MCP . This article shows how to connect AI agents directly to MetaTrader 5 by building a complete MCP (Model Context Protocol) server in Python. It details the architecture, MetaTrader 5 client wrapper, market data and order

Check out the new article: Dendritic Cell Algorithm (DCA) . The Dendritic Cell Algorithm (DCA) is a metaheuristic inspired by the mechanisms of the innate immune system. Dendritic cells patrol the search space, accumulate signals about the quality of positions, and reach a collective decision

Check out the new article: Neural Networks in Trading: An End-to-End Multivariate Time Series Forecasting Model (Key Components) . We invite you to explore a new implementation of the key components of the GinAR framework — an adaptive algorithm for working with graph-structured time series. This

Check out the new article: Isolation Forest: Unsupervised Anomaly Detection, and What It Actually Finds in Price Data . This article implements a self-contained Isolation Forest library for MetaTrader 5 with no labels, no distribution assumptions and no external dependencies. It details a

Check out the new article: Building a Visual Position Planning Tool for MetaTrader 5 . This article develops a visual position planning tool in MQL5 for evaluating trade setups before execution. The tool utilizes interactive Entry, Stop-Loss, and Take-Profit lines to calculate the stop distance

Check out the new article: Building a Position Lifecycle Manager in MQL5 (Part 1): The Foundation of Reusable Position Management . A state-driven Position Lifecycle Manager brings structure to post-entry trade handling in MetaTrader 5. It discovers open positions, tracks them via managed objects

Check out the new article: Deterministic Dendritic Cell Algorithm (dDCA) . The article presents an adaptation of the Deterministic Dendritic Cell Algorithm (dDCA) for continuous optimization problems. The algorithm, inspired by the immune system's Danger Theory, uses a signal accumulation mechanism

SwiftDraw Lite Quick Chart Drawing and Hotkey Utility for MT5 : SwiftDraw Starter is a lightweight charting utility designed to make technical analysis faster and more efficient. Use customizable hotkeys to instantly create and manage essential chart objects such as trendlines, Fibonacci

IronHawk SMC Trade Zones M5 : A closed-bar M5 indicator combining market structure, liquidity sweeps, BOS/CHoCH and momentum to display Entry, SL, TP1 and TP2, with retail-frequency signals and clickable setup history. Author: Wennide Mogore

Interactive On-Chart Risk Management and Execution Panel : An interactive GUI panel for MetaTrader 5 designed for manual traders and quant developers. It automates dynamic position sizing based on exact account equity risk percentage, features one-click order execution (Buy/Sell), instant BreakEven

Fair Value Gap Detector Indicator : Detects 3-candle Fair Value Gaps (price imbalances) and draws them as boxes that extend live until price trades back through the gap. Detection runs only on fully closed bars, so gaps never flicker in and out as the current candle forms. Author: Olamide Daniel

New article Tips for an Effective Product Presentation on the Market has been published: Selling programs to traders effectively does not only require writing an efficient and useful product and then publishing it on the Market. It is vital to provide a comprehensive, detailed description and good

Check out the new article: Neural Networks in Trading: An End-to-End Multivariate Time Series Forecasting Model (GinAR) . We invite you to explore an innovative approach to forecasting time series with missing data using the GinAR framework. The article demonstrates the implementation of key

Fair Value Gap Scanner MT5 : An MT5 fair value gap scanner that marks bullish and bearish imbalances and tracks when each zone is filled. Author: Waseem Shahrukh

Check out the new article: A Reusable Breakeven Manager in MQL5 with Spread Compensation . A robust breakeven implementation for MQL5 is built around live spread sampling and correct pip-to-price conversion by symbol digits. CBreakevenManager moves SL to open_price ± spread ± buffer once a real‑pip

Session Liquidity Map MT5 : A broker time session map for MT5 that displays Asia, London and New York ranges with their confirmed highs and lows. Author: Waseem Shahrukh

Market Structure Swing Map MT5 : A clear MT5 market structure indicator that labels confirmed HH, HL, LH and LL swings directly on the chart. Author: Waseem Shahrukh

Check out the new article: MetaTrader 5 and the MQL5 Economic Calendar: How to Turn News into a Reproducible Trading System . The article presents a systematic approach to news trading in MetaTrader 5 using the built-in economic calendar: data structure, API functions, time synchronization rules

Multi Timeframe Trend Matrix MT5 : A compact MT5 trend dashboard that compares EMA alignment and ADX strength across six timeframes. Author: Waseem Shahrukh

Overnight Cost Meter : The script prices one night of holding: for every open position and every Market Watch symbol it prints the swap per night in your account currency, the annualized cost in percent for both directions, the broker's rate-independent markup (|swap long| + |swap short| never

Second Bars : The indicator draws an arbitrary second timeframe on the chart. Author: Aleksandr Slavskii