Progress from manual trading to full agent autonomy with controlled risk at each level.

Dollar cost averaging with scheduled buys and performance tracking.

Minimize trading fees through maker orders, volume tiers, and fee-aware execution.

Futures-specific risk management: leverage, funding rates, margin, and liquidation awareness.

Place, manage, and monitor futures orders across the full lifecycle.

Grid trading strategy with layered buy and sell orders across a price range.

Prevent futures liquidation through margin monitoring and emergency procedures.

Connect MCP clients to kraken-cli for native tool calling without subprocess wrappers.

Monitor multiple trading pairs simultaneously for screening and comparison.

Complete reference for all spot and futures order types and modifiers.

Test strategy logic on paper trading before touching live funds.

Portfolio analysis, P&L tracking, trade history, and export reports.

Understand Kraken API rate limits and adapt agent behavior when limits are hit.

Portfolio rebalancing to maintain target allocations across assets.

Shared runtime contract for kraken-cli: auth, invocation, parsing, and safety.

Execute spot orders with validation, confirmation gates, and post-trade checks.

Manage stop-loss and take-profit orders for risk-bounded positions.

Create and manage subaccounts with inter-account transfers.

Export trade history, ledgers, and cost basis data for tax reporting.

Real-time data streaming via WebSocket for spot and futures.