Releases · System-R-AI/systemr-python

System R Python SDK v2.2.0

55 MCP Tools across 9 categories:

Core (4): Position sizing (G-formula), risk validation (Iron Fist), performance evaluation, pricing
Analysis (18): Monte Carlo, Kelly criterion, drawdown, equity curves, segmentation, correlation, win/loss
Intelligence (11): Regime detection, pattern recognition, Greeks, IV surface, trend structure
Planning (4): Options sizing, futures sizing, trade plan builders
Data (3): P&L, expected value, compliance
System (5): Signal scoring, margin, scanner evaluation
Compound (2): Pre-trade gate ($0.01), full system assessment ($2.00)
Journal (1): Trade journaling with R-multiples
Memory & ML (7): Persistent memory, behavioral analytics, anomaly detection, clustering

25 Brokers: IBKR, Schwab, Alpaca, Binance, Coinbase, Kraken, OKX, Bybit, dYdX, Hyperliquid, Drift, Polymarket, Kalshi, and 12 more.

MCP Support: Remote SSE, local stdio, and streamable HTTP transports.

Chat: Natural language interface with BYOK (Bring Your Own Key) for $0 LLM cost.

Billing: Stripe, OSR, SOL, USDC, USDT, PYUSD. $5 free signup credit.

pip install systemr