Cloview — AI Trading Dashboard

Algorithmic Trading · ongoing · 2025 · Client: Personal

Multi-agent AI trading analysis platform with real-time MT5 market data and smart money detection.

The problem

Retail gold (XAUUSD) traders lack institutional-grade tools — no synthesized order book, no smart money phase detection (AMD cycle), and no unified dashboard that combines 14+ technical agents with real-time market feeds into actionable signals.

The solution

A full-stack platform connecting MetaTrader 5 via Python to a LangGraph-orchestrated multi-agent pipeline. Each agent (RSI, MACD, Volume Profile, Order Blocks, DOM, AMD, etc.) runs pure-math calculations streamed over WebSocket at 1–5s intervals, while a synthesis agent consolidates votes into a single signal with AI-generated risk management (entry, SL, TP levels, lot sizing).

Key features

• 14 specialized technical agents with live calculation streaming via WebSocket
• Synthesized Depth of Market (DOM) order book from candle volume distribution
• Smart money AMD cycle detection with phase enforcement (A→M→D)
• Volume Profile with POC, Value Area, HVN/LVN zones
• AI-powered signal synthesis with confidence scoring and risk management

Impact

• Consolidates 14 independent analyses into a single actionable signal with confidence score
• Provides institutional-grade tools (DOM, Order Blocks, Volume Profile) unavailable on retail CFD platforms
• Sub-second market data refresh with 5s agent recalculation cycle
• Strategy-based architecture allows swapping agent combinations without code changes

Tech stack

LangGraph, LangChain, OpenAI GPT-4o-mini, Anthropic Claude, FastAPI, Python, MetaTrader5, SQLAlchemy, SQLite, Pandas, NumPy, Next.js 16, React 19, TypeScript, Tailwind CSS 4, Recharts, Lightweight Charts, WebSocket, Uvicorn

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