TradePilot Server

Advanced 18-Layer Trading Intelligence Engine

A production-grade MCP (Model Context Protocol) server that combines Polygon.io real-time market data with an 18-layer technical analysis engine for autonomous options trading intelligence.

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📊 What is This?

TradePilot is a FastAPI-based MCP server that:

• Fetches real-time and historical market data from Polygon.io
• Runs analysis through 18 specialized layers (Technical + Price Action + Options + Master Brain)
• Provides 14 high-probability playbooks targeting 85-95% win rates
• Delivers actionable options trading signals with precise strike/expiry recommendations
• Includes multi-ticker scanning, risk management, and alert notifications

Think of it as your AI options trading copilot powered by institutional-grade analysis.

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🎯 Key Features

• 18-Layer Analysis System

  • Layers 1-10: Technical indicators (Momentum, Volume, Trend, Structure)
  • Layers 11-13: Price action (Support/Resistance, VWAP, Volume Profile)
  • Layers 14-17: Options analysis (IV, Greeks, Gamma, Put/Call ratios)
  • Layer 18: Master Brain with 14 playbooks

• Trading Modes

  • SCALP: 0-2 DTE options
  • SWING: 7-45 DTE options
  • INTRADAY: Same-day trades

• Advanced Features

  • Multi-ticker scanner with filtering
  • Kelly Criterion position sizing
  • Risk management with drawdown protection
  • Discord/Slack/Telegram alerts
  • Backtesting engine
  • AI-ready JSON output

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🚀 Quick Start

# Clone the repository
git clone https://github.com/Sakhir786/tradepilot-mcp-server.git
cd tradepilot-mcp-server

# Set up environment
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt

# Configure environment variables
cp .env.example .env
# Edit .env and add your POLYGON_API_KEY

# Run the server
python main.py
# Or with uvicorn:
uvicorn main:app --host 0.0.0.0 --port 10000

Access documentation at: http://localhost:10000/docs

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📡 API Endpoints

18-Layer Analysis

• GET /engine18/analyze - Full 18-layer analysis
• GET /engine18/quick - Quick signal check
• GET /engine18/scan - Multi-ticker scanner
• GET /engine18/playbooks - List all 14 playbooks
• GET /engine18/health - System health check

Market Data (Polygon.io)

• GET /candles - OHLCV data
• GET /options - Options chain
• GET /news - Latest news
• GET /ticker-details - Company info

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🔧 Environment Variables

POLYGON_API_KEY=your_api_key_here
TRADEPILOT_PRODUCTION_PATH=/path/to/tradepilot-mcp-server
TRADEPILOT_LAYERS_PATH=/path/to/layers
TRADEPILOT_PORTFOLIO_VALUE=100000
TRADEPILOT_DISCORD_WEBHOOK=your_webhook_url

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📊 Example Usage

import requests

# Full analysis
response = requests.get(
    "http://localhost:10000/engine18/analyze",
    params={"symbol": "SPY", "mode": "swing"}
)
analysis = response.json()

print(f"Direction: {analysis['analysis_summary']['direction']}")
print(f"Win Probability: {analysis['analysis_summary']['win_probability']}%")

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🎯 14 High-Probability Playbooks

Bullish (CALLS):

1. Liquidity Sweep + BOS (85-95%)
2. CHoCH Reversal (82-92%)
3. Trend Continuation (80-90%)
4. FVG Fill + Rejection (81-88%)
5. Order Block Bounce (79-87%)
6. Divergence + Structure (80-88%)
7. VWAP Reclaim (77-85%)

Bearish (PUTS): 8-14. Mirror patterns for bearish setups

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🔐 Security & Best Practices

• Never commit .env files
• Keep API keys secure
• Use environment variables for sensitive data
• Enable rate limiting for production deployments

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📝 License

MIT License - See LICENSE file for details

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🤝 Contributing

Contributions welcome! Please open an issue or submit a pull request.

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📧 Support

For issues or questions, please open a GitHub issue.

TradePilot v3.0 - Professional Options Trading Intelligence 🚀📈