SYSTEM R AI

All 68 Tools

All 68 tools organized by category. Every tool is free.

System R exposes 68 tools via REST and MCP. Each tool is callable through:

  • REST: POST /v1/tools/call with {"tool_name": "...", "arguments": {...}}
  • SDK: client.call_tool("tool_name", key="value") or named convenience methods
  • MCP: Via MCP protocol over SSE transport

All 68 tools are completely free. You only pay when an LLM is used.

Summary

CategoryCountPriceDescription
Core4FreePosition sizing, risk validation, performance evaluation, pricing
Analysis18FreeDrawdown, Monte Carlo, Kelly, variance killers, win/loss, what-if, regime, and more
Intelligence11FreePattern detection, structural breaks, trend structure, indicators, greeks, IV surface
Planning4FreeOptions sizing, futures sizing, options plans, futures plans
Data3FreeP&L calculation, expected value, compliance check
System5FreeEquity curve, signal scoring, trade outcome, margin, scanner
Compound2FreePre-trade gate, full system assessment
Journal2FreeRecord trade journal, record trade outcome
Memory and ML7FreeStore/search memory, biases, fingerprint, trajectory, anomalies, clustering
Market Data5FreeQuotes, movers, overview, news, scanner
Delegation4FreeTask delegation, agent listing, status, cancellation
Agent2FreeAgent creation, capability listing
Alert2FreeAlert creation, alert listing

Total: 68 tools — all free

Complete pricing table

ToolCategoryCost
calculate_position_sizeCoreFree
check_trade_riskCoreFree
evaluate_performanceCoreFree
get_pricingCoreFree
analyze_drawdownAnalysisFree
run_monte_carloAnalysisFree
calculate_kellyAnalysisFree
find_variance_killersAnalysisFree
analyze_win_lossAnalysisFree
run_what_ifAnalysisFree
detect_regimeAnalysisFree
analyze_confidenceAnalysisFree
analyze_consistencyAnalysisFree
analyze_correlationAnalysisFree
analyze_distributionAnalysisFree
analyze_recoveryAnalysisFree
analyze_risk_adjustedAnalysisFree
segment_tradesAnalysisFree
analyze_execution_qualityAnalysisFree
detect_peak_valleyAnalysisFree
calculate_rolling_gAnalysisFree
calculate_system_r_scoreAnalysisFree
detect_patternsIntelligenceFree
detect_structural_breakIntelligenceFree
analyze_trend_structureIntelligenceFree
calculate_indicatorsIntelligenceFree
analyze_price_structureIntelligenceFree
analyze_correlationsIntelligenceFree
analyze_liquidityIntelligenceFree
analyze_greeksIntelligenceFree
analyze_iv_surfaceIntelligenceFree
analyze_futures_curveIntelligenceFree
analyze_options_flowIntelligenceFree
size_options_positionPlanningFree
size_futures_positionPlanningFree
build_options_planPlanningFree
build_futures_planPlanningFree
calculate_pnlDataFree
calculate_expected_valueDataFree
check_complianceDataFree
calculate_equity_curveSystemFree
score_signalSystemFree
analyze_trade_outcomeSystemFree
calculate_marginSystemFree
evaluate_scannerSystemFree
pre_trade_gateCompoundFree
assess_trading_systemCompoundFree
record_trade_journalJournalFree
record_trade_outcomeJournalFree
store_memoryMemory/MLFree
search_memoryMemory/MLFree
get_trading_biasesMemory/MLFree
get_behavioral_fingerprintMemory/MLFree
predict_trajectoryMemory/MLFree
detect_anomaliesMemory/MLFree
cluster_tradesMemory/MLFree
get_stock_quoteMarket DataFree
get_market_moversMarket DataFree
get_market_overviewMarket DataFree
search_newsMarket DataFree
scan_marketMarket DataFree
delegate_taskDelegationFree
list_agentsDelegationFree
get_delegation_statusDelegationFree
cancel_delegationDelegationFree
create_agentAgentFree
list_capabilitiesAgentFree
create_alertAlertFree
list_alertsAlertFree

Calling tools

Via SDK

from systemr import SystemRClient
 
client = SystemRClient(api_key="sr_agent_...")
 
# Generic call (works for all tools)
result = client.call_tool("calculate_kelly", r_multiples=["1.5", "-1.0", "2.3"])
 
# Named convenience method (available for common tools)
result = client.pre_trade_gate(symbol="AAPL", direction="long", ...)

Via REST

curl -X POST https://agents.systemr.ai/v1/tools/call \
  -H "X-API-Key: sr_agent_..." \
  -H "Content-Type: application/json" \
  -d '{
    "tool_name": "calculate_kelly",
    "arguments": {
      "r_multiples": ["1.5", "-1.0", "2.3", "-0.5", "1.8"]
    }
  }'

List available tools

curl https://agents.systemr.ai/v1/tools/list

Returns all tools with descriptions and input schemas. No authentication required.

System R AI
Python SDKpip install systemr
MCP Serveragents.systemr.ai/mcp/sse
OpenAPI Specagents.systemr.ai/openapi.json
Machine Docsagents.systemr.ai/llms.txt
GitHubSystem-R-AI
X@Systemrai
YouTube@systemr_ai
Emailhello@systemr.ai
Phone628 333 6693
Address7901 4TH ST N, STE 28529, ST PETERSBURG, FL 33702
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SecuritySecurity Policy
© 2026 System R AI. Software platform. Not financial advice.

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