Trading & Fintech Systems / Case study

Telegram → MT5 Trade Copier

A concept system for translating structured Telegram signals into reviewable MetaTrader 5 actions.

Concept build · illustrative, not client work

01 / Project overview

Designed around a specific workflow.

An illustrative integration concept showing how a message-driven trade workflow can be decomposed into parsing, validation, and terminal execution.

02

Challenge

Signal messages can vary in format, while automated execution requires careful handling of incomplete or ambiguous instructions.

03

Requirements

  • Parse a defined message format
  • Validate symbol and risk inputs
  • Make execution events traceable
04

Solution

The concept separates message intake, structured validation, and execution adapters so each stage can be tested independently.

05

Architecture & workflow

  • Telegram update listener
  • Signal parser and validation rules
  • Execution adapter with event logging
06

Main features

  • Structured message parsing
  • Validation before execution
  • Execution status events
  • Configurable symbol mapping
07

Development challenges

  • Handling malformed and partial signals
  • Designing safe behavior for duplicate events
  • Keeping terminal connectivity observable
08

Result / outcome

This page describes an illustrative system design only. No live-trading result or financial outcome is claimed.

09

Technology stack

PythonMQL5Telegram APIMT5
10

Gallery & workflow

A similar problem?

Let’s define the right system.

Discuss your requirements directly with the founder and lead developer.

Start a Project OV / STUDIO