Articles, Library comments - page 2

Check out the new article: CFTC Data Mining in Python and Building an AI Model . Let's try mining CFTC data, downloading COT and TFF reports via Python, connecting all this with MetaTrader 5 quotes and an AI model, and get forecasts. What are COT reports in the Forex market? How to use COT and TFF

Check out the new article: Building a Liquidity Spectrum Volume Profile Indicator in MQL5 . Build a Liquidity Spectrum Volume Profile in MQL5 that allocates volume to equal price bins over a chosen lookback using candle close prices. The guide covers data retrieval with copy functions, binning and

MTF Confluence Board : A multi-timeframe analysis panel that evaluates four classic signal engines — Stochastic, fast vs slow RSI, fast CCI and slow CCI — across nine timeframes from M1 to MN1. Each engine returns BUY, SELL or WAIT, and the panel sums them into a per-timeframe verdict. Optional

Price prediction by Nearest Neighbor found by a weighted correlation coefficient : The main disadvantage of the classical Nearest Neighbor algorithm (see an examplary implementation in https://www.mql5.com/en/code/133 ) is that all prices within a pattern are treated equally. In other words, it

Self-Aware Trend System : Self-Aware Trend System (SATS) is an advanced MQL5 indicator that combines an adaptive SuperTrend engine with a Trend Quality Index (TQI) dashboard, offering dynamic signal detection, risk management levels, and self-learning calibration for smarter, more reliable trade

XANDER Grid XAUUSD : Bidirectional grid EA for Gold (XAUUSD). Ideal for ProCent accounts. Includes Daily Profit Target and Max Drawdown protection. Author: Cristhian Alexander Gaibor Cuasquer

Forex Calculators : Margin Calculator, Point Value Calculator, Profit Calculator and Swap Calculator. Author: amrali

Machine Learning Supertrend : A machine-learning inspired approach towards trending regimes. Providing accurate signals and backtest confidence built-in Author: Hammad Dilber

Check out the new article: Recurrence Quantification Analysis (RQA) in MQL5: Building a Complete Analysis Library . This article builds a complete Recurrence Quantification Analysis (RQA) toolkit for MetaTrader 5 in pure MQL5. We cover phase-space reconstruction, time-delay embedding, distance and

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

Draw on Liquidity DOL Mapper MT4 - ICT Targets : Maps all Draw on Liquidity targets: previous day/week/month highs-lows, equal levels, untested FVGs. Shows WHERE price is heading next. Author: Kestutis Balciunas

BEC Lockin Dashboard Manager : BEC Trade Manager helps you manage active positions on the current symbol using one-click controls for breakeven, trailing logic, partial close, stop-loss removal, profit-side closing, loss-side closing, and fast scalp entries. It also displays key account and symbol

Check out the new article: CAPM Model Indicator for the Forex Market . Adaptation of the classical CAPM model for the Forex currency market in MQL5. The indicator calculates expected return and risk premium based on historical volatility. The indicators rise at peaks and bottoms, reflecting the

Check out the new article: Mining Central Bank Balance Sheet Data to Get a Picture of Global Liquidity . Mining central bank balance sheet data provides a picture of global liquidity in the Forex market and key currencies. We combine data from the Fed, ECB, BOJ and PBoC into a composite index and

Check out the new article: MQL5 Wizard Techniques you should know (Part 87): Volatility-Scaled Money Management with Monotonic Queue in MQL5 . This article presents a custom MQL5 money management class that adapts position sizing to real-time volatility using a monotonic queue for O(N)

Check out the new article: Forex Arbitrage Trading: A Matrix Trading System for Return to Fair Value with Risk Control . The article contains a detailed description of the cross-rate calculation algorithm, a visualization of the imbalance matrix, and recommendations for optimally setting the

Check out the new article: Developing a Multi-Currency Advisor (Part 27): Component for Displaying Multi-Line Text . If there is a need to display text on a chart, we can use the Comment() function. But its capabilities are quite limited. Therefore, in this article, we will create our own component

Check out the new article: Price Action Analysis Toolkit Development (Part 67): Automating Support and Resistance Monitoring in MQL5 . This article implements a complete MQL5 Expert Advisor that monitors manually drawn support and resistance levels in real time. It synchronizes horizontal lines

Check out the new article: MQL5 Trading Tools (Part 29): Step-by-Step Butterfly Animation on Canvas . In this article, we expand our butterfly animation program with a four-stage animation pipeline: sequential curve drawing, smooth wing fill fading, detailed body rendering, and continuous flight. We

Check out the new article: Developing Trading Strategy: Pseudo Pearson Correlation Approach . Generating new indicators from existing ones offers a powerful way to enhance trading analysis. By defining a mathematical function that integrates the outputs of existing indicators, traders can create

New article MetaTrader 5 on Linux is published: 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. Author: MetaQuotes

Shved Supply and Demand : This is MQL5 version of Shved Supply and Demand written by Shved and upgraded by eevviill7. Author: Behzad Movaghar

Check out the new article: Trading Options Without Options (Part 1): Basic Theory and Emulation Through Underlying Assets . The article describes a variant of options emulation through an underlying asset implemented in the MQL5 programming language. The pros and cons of the chosen approach are

Check out the new article: Neural Networks in Trading: Detecting Anomalies in the Frequency Domain (CATCH) . The CATCH framework combines Fourier transform and frequency patching to accurately identify market anomalies beyond the reach of traditional methods. Let us examine how this approach reveals

BestInterval : The library for calculating the best trading interval. Author: fxsaber

Check out the new article: Launching MetaTrader VPS: A step-by-step guide for first-time users . Everyone who uses trading robots or signal subscriptions sooner or later recognizes the need to rent a reliable 24/7 hosting server for their trading platform. We recommend using MetaTrader VPS for

L1 Trend Filter Demo : The script shows the usage of L1 Trend Filter methods in MQL5 for float and double vectors on random walk simulated data. Author: Quantum

Price Action Intraday Trading - Expert for MT5 : Price Action Day Trader is a robust, trend-following MQL5 Expert Advisor designed for intraday trading. It focuses on high-probability price action patterns Pin Bars, Engulfing Candles, and Inside Bar Breakouts while filtering trades through a dual

Check out the new article: File-Based Versioning of EA Parameters in MQL5 . This article explains how to implement parameter versioning in MQL5 using binary files and packed structures. It shows how to write and read fixed-size records with FileWriteStruct and FileReadStruct in FILE_BIN mode

Smart Money Concepts : An indicator which features full Smart Money Concept (SMC) + Break Of Structure (BOS) + Change Of Character (COC) + Fair Value Gap (FVG) Detection and Buy/Sell signals. Author: Hammad Dilber