MCP Predictions Server

ML Predictions Marketplace MCP Server for the Trading Platform. Manages prediction packages, purchases, delivery, and outcome validation.

Prediction Types

Type	Description	VIP Required
AMD	Accumulation/Manipulation/Distribution	-
RANGE	Range detection and breakout	-
TPSL	Take Profit/Stop Loss optimization	Platinum+
ICT_SMC	ICT/SMC Smart Money Concepts	Platinum+
STRATEGY_ENSEMBLE	Multi-model ensemble	Diamond

Asset Classes

• FOREX (e.g., EURUSD, GBPJPY)
• CRYPTO (e.g., BTCUSD, ETHUSD)
• INDICES (e.g., SPX500, NAS100)
• COMMODITIES (e.g., XAUUSD, XTIUSD)

Quick Start

npm install
cp .env.example .env
npm run dev

API Endpoints

Packages

• POST /api/v1/packages - Create package (admin)
• GET /api/v1/packages - List packages
• GET /api/v1/packages/:id - Get package
• PATCH /api/v1/packages/:id/status - Update status

Purchases

• POST /api/v1/purchases - Purchase package
• GET /api/v1/purchases/:id - Get purchase
• GET /api/v1/users/:userId/purchases - User purchases

Predictions

• POST /api/v1/predictions - Request prediction
• GET /api/v1/predictions - List predictions
• GET /api/v1/predictions/:id - Get prediction

Outcomes

• POST /api/v1/predictions/:id/outcome - Record outcome
• GET /api/v1/predictions/:id/outcome - Get outcome

Stats

• GET /api/v1/users/:userId/prediction-stats - User stats

MCP Tools (13)

Tool	Description
prediction_create_package	Create package
prediction_get_package	Get package
prediction_list_packages	List packages
prediction_update_package_status	Update status
prediction_purchase_package	Purchase package
prediction_get_purchase	Get purchase
prediction_get_user_purchases	User purchases
prediction_request	Request prediction
prediction_get	Get prediction
prediction_list	List predictions
prediction_record_outcome	Record outcome
prediction_get_outcome	Get outcome
prediction_get_user_stats	User stats

Prediction Status

• PENDING - Awaiting delivery
• DELIVERED - Prediction delivered
• EXPIRED - Prediction expired
• VALIDATED - Outcome verified (win/partial)
• INVALIDATED - Outcome verified (loss/expired)

Outcome Results

• WIN - Prediction was correct
• LOSS - Prediction was incorrect
• PARTIAL - Partially correct
• EXPIRED - Price not reached before expiry
• CANCELLED - Trade cancelled

Features

• Package-based prediction credits
• VIP tier requirements for premium models
• 24-hour prediction validity
• Outcome tracking and validation
• Win rate statistics
• Integration with Wallet and VIP services

License

UNLICENSED - Private