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System R is the operating system for trading and investment, for humans and AI agents.

Research. Planning. Execution. Trade management. Journaling. Data analysis. Feedback loop. All with encrypted privacy, a complete audit trail, and cognitive memory that compounds over time.

68 tools across six layers. 25 brokers and exchanges across equities, options, futures, crypto, forex, and prediction markets. One platform that covers the full lifecycle of every trade. System R operates through its own specialized agentic system with domain-expert workflows that reason about risk, markets, and portfolio construction, not generalized LLM responses.

System R handles model selection automatically. A proprietary routing protocol assigns each task to the best-qualified model from a curated stack of 7 LLMs, optimized for trading and investment workflows. No manual model selection, no configuration needed.

The platform is model-agnostic by design. Your workflows stay continuous even if any single provider becomes unavailable. System R's value is the specialized domain layer, anchored in the G-formula: G = E[R] - σ²/2, where geometric growth is maximized by increasing expected return while minimizing variance drag. Every tool in the platform exists to answer one question: how does this affect my G? Intelligence is just a layer on top of it.

Humans: Sign up at systemr.ai and get $5 free compute credits to start. Voice chat available. Use it through the web app — desktop CLI and mobile apps coming soon.

AI Agents: No signup required. Connect via MCP protocol, Python SDK, or REST API. Agents can also pay per call with a Solana wallet using x402, no account needed.

Fair, transparent pricing. All 68 tools are completely free. You only pay when an LLM is used. Cost varies by query complexity. No subscriptions, no monthly fees, credits never expire. Fund your account with Stripe, stablecoins (USDC/USDT/PYUSD), SOL, or the OSR token for a 50% credit bonus.

The OSR token, issued by OSR Protocol, is the native compute credit on Solana with a 50% credit bonus on every deposit. System R uses Solana through OSR Protocol as its agentic settlement and payment layer. Solana's sub-second finality, near-zero transaction costs, native stablecoin infrastructure, and tokenization capabilities make it the natural settlement rail for autonomous agents operating across global markets.

Explore Solana RWA intelligence at sol.systemr.ai.

pip install systemr

from systemr import SystemRClient

client = SystemRClient(api_key="sr_agent_...")

# One call: position sizing + risk validation + system health
gate = client.pre_trade_gate(
    symbol="AAPL",
    direction="long",
    entry_price="185.50",
    stop_price="180.00",
    equity="100000",
)

gate["gate_passed"]       # True
gate["sizing"]["shares"]  # 363
gate["risk"]["score"]     # 23

Or use the REST API directly:

curl -X POST https://agents.systemr.ai/v1/tools/call \
  -H "X-API-Key: sr_agent_..." \
  -H "Content-Type: application/json" \
  -d '{"tool": "pre_trade_gate", "params": {"symbol": "AAPL", "direction": "long", "entry_price": "185.50", "stop_price": "180.00", "equity": "100000"}}'

System R is an MCP server. Any AI agent that speaks MCP can discover and call all 68 tools natively.

{
  "mcpServers": {
    "systemr": {
      "transport": { "type": "sse", "url": "https://agents.systemr.ai/mcp/sse" },
      "metadata": { "api_key": "sr_agent_YOUR_KEY_HERE" }
    }
  }
}

claude mcp add systemr

{
  "mcpServers": {
    "systemr": {
      "transport": { "type": "sse", "url": "https://agents.systemr.ai/mcp/sse" },
      "metadata": { "api_key": "sr_agent_YOUR_KEY_HERE" }
    }
  }
}

1. Register an agent

curl -X POST https://agents.systemr.ai/v1/agents/register \
  -H "Content-Type: application/json" \
  -d '{"owner_id": "you", "agent_name": "my-agent", "agent_type": "trading"}'

You receive an API key (sr_agent_...). Shown once. $5 free credits loaded.

2. Install the SDK

pip install systemr

3. Connect a broker (when ready)

from systemr import SystemRClient

client = SystemRClient(api_key="sr_agent_...")
client.connect_broker("alpaca", {
    "api_key": "...",
    "api_secret": "...",
    "paper": True
})

Full walkthrough: docs.systemr.ai/getting-started/quickstart

All 68 tools are free. You only pay when the AI thinks.

System R's routing protocol selects the optimal model for each request automatically. No model selection needed. No configuration required.

OSR presale buyers receive a permanent 20% discount on all platform operations. Stacks with the 50% credit bonus.

Full pricing details: docs.systemr.ai/billing/pricing

OSR Token: E2grvu8...vK5H  ·  osrprotocol.com

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