ZERO DLL IMPORTS Hurst = 0.65 · Strong Trend 📈

The Institutional Execution Desk & On-Device Quant AI for MetaTrader.

Trade a single chart with sub-millisecond risk precision, allocate across 10+ prop and personal terminals like a hedge fund manager, and harness deterministic PhD quant regime telemetry—100% locally on your desktop.

Download Free Beta (.exe) ↓ Get 30-Day Free Trial Key ⚡ Test Interactive Ticket

🛡️ Windows Unsigned Beta · SmartScreen: click "More info" → "Run anyway" · Active until Dec 31, 2026

Zero-DLL Kernel Named Pipe Native MQL4/MQL5 FileOpen sandbox (`AllowDllImport = 0`). Safe for strict prop firms.

1 → N Multi-Terminal Fund Manager Pro-Rata Equity %, Equal $, or Quarter-Kelly allocation across MT4 & MT5 simultaneously.

On-Device PhD Quant Engine Hurst exponent, Yang-Zhang volatility, Quarter-Kelly sizing & 95% 1-Day Parametric VaR.

MCP Server & Local REST API Connect Claude Code, Cursor, or Python agents with human-in-the-loop approval cards.

Cortex AI — Companion Ticket (480×820) ● PIPE LIVE

SL / TP1.08645 / 1.08045

Risk$50.00 (1.00%)

R:R2.00

SL / TP1.08255 / 1.08855

Risk$50.00 (1.00%)

R:R2.00

AI Quant Regime & Alpha Radar TREND BULL · BUY (78%)

Hurst (H)

0.64

ATR

14.0p

¼-Kelly

0.85%

Z-Score

+0.92σ

Rec: 0.85% risk · SL 21p · TP 46p · BE 14p

Order Ticket (Try editing live)

Risk %

SL (pips)

TP (pips)

ON-DEVICE QUANTITATIVE INTELLIGENCE

Real Stochastic Calculus & Regime Detection. Not LLM Hype.

Every 5 seconds, the Cortex AI EA streams 120 closed OHLCV bars over the Named Pipe into an on-device quantitative regime & portfolio risk engine. Zero cloud latency, zero API key required.

1. Rescaled-Range (R/S) Hurst Exponent ($H$)

Measures multi-scale log-return memory across lag windows to separate persistent institutional order-flow from mean-reverting chop.

H > 0.55 → Persistent Trend | H < 0.45 → Mean Reversion | H ≈ 0.50 → Random Walk

2. Yang-Zhang Minimum-Variance OHLC Volatility

Combines overnight jump variance ($\sigma_o^2$), open-to-close drift ($\sigma_c^2$), and Rogers-Satchell intrabar extremes ($\sigma_{rs}^2$) for minimum-error volatility tracking.

σ²_YZ = σ²_overnight + k·σ²_open-close + (1 − k)·σ²_Rogers-Satchell

3. Fractional Quarter-Kelly Optimal Sizing

Translates regime directional probability ($p$) and ATR-derived payoff odds ($b = \text{TP}/\text{SL}$) into a damped Quarter-Kelly risk allocation bounded to $[0.25\%, 2.00\%]$.

f* = clamp( 0.25 × (p·b − (1 − p)) / b , 0.25% , 2.00% )

4. 95% 1-Day Parametric VaR & Stop-Locked Audit

Audits every open position across your account to compare stop-locked cash risk against 95% daily Value-at-Risk ($1.645 \cdot \sigma_{\text{daily}} \cdot \text{Notional}$).

VaR_95 = 1.64485 × (σ_YZ_annual / √252) × GrossExposureUSD

1 → N MULTI-TERMINAL FUND DESK

Manage Prop Evaluations & Personal Accounts as One Unified Fund.

Connect MT4 and MT5 terminals across different brokers simultaneously. Dispatch a single trade idea and let Cortex AI independently calculate lots, stops, and Risk Guard checks per terminal.

Pro-Rata Equity %

Risk the exact same percentage of equity on every terminal (e.g., 1.0% on a $100k FTMO account = $1,000 risk; 1.0% on a $5k personal account = $50 risk).

Quant Quarter-Kelly Scaling

Automatically size each terminal using its active symbol's Quarter-Kelly regime recommendation and broker tick value.

Emergency 1-Click Flatten All

Two-click global circuit breaker dispatches close_all across every connected MT4 and MT5 terminal simultaneously before major news events.

AI COPILOT & MODEL CONTEXT PROTOCOL

Built for Humans. Native to Autonomous AI Agents.

Connect Claude Code, Cursor, Claude Desktop, Antigravity, Windsurf, or custom Python scripts via Local HTTP MCP. Every agent trade flows through TradingHub, quantitative regime filters, and your personal Risk Guard.

Ready-Made Harness Setup Packs

Select your AI coding harness below for 1-click copy-paste connection config & system prompt.

ZERO-NPM · LOCAL HTTP MCP (PORT 17845)

Step 1 — Terminal Connection Command (Run once in terminal)

claude mcp add --transport http aims-cortex http://127.0.0.1:17845/mcp --header "Authorization: Bearer <YOUR_TOKEN>"

Step 1 — Add to .cursor/mcp.json or Cursor Settings → Features → MCP

{
  "mcpServers": {
    "aims-cortex": {
      "url": "http://127.0.0.1:17845/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

Step 1 — Add to ~/.openclaw/config.json or run OpenClaw CLI

openclaw mcp add --name aims-cortex --url http://127.0.0.1:17845/mcp --header "Authorization: Bearer <YOUR_TOKEN>"

Step 1 — Add to hermes.json or run Hermes CLI

hermes tool add --name aims-cortex --mcp-http http://127.0.0.1:17845/mcp --token <YOUR_TOKEN>

Step 1 — xAI Grok Agent Integration Script (or use in-app AI Assistant tab)

import requests
from openai import OpenAI

# 1. Initialize xAI Grok (model grok-2-latest)
grok = OpenAI(api_key="xai_YOUR_KEY", base_url="https://api.x.ai/v1")
CORTEX_URL = "http://127.0.0.1:17845"
TOKEN = "<YOUR_TOKEN>"
headers = {"Authorization": f"Bearer {TOKEN}"}

# 2. Query Cortex for live state & quant signals
terminals = requests.get(f"{CORTEX_URL}/v1/tools/list_terminals", headers=headers).json()
session_id = terminals[0]["sessionId"]
signals = requests.post(f"{CORTEX_URL}/v1/tools/get_signals", headers=headers, json={"sessionId": session_id}).json()
print(f"Terminal: {session_id} | Hurst: {signals.get('signal', {}).get('hurst')}")

Step 1 — Add to %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "aims-cortex": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-proxy",
        "http://127.0.0.1:17845/mcp",
        "--headers",
        "Authorization=Bearer <YOUR_TOKEN>"
      ]
    }
  }
}

Step 1 — Add to Antigravity MCP Settings or mcp_config.json

{
  "mcpServers": {
    "aims-cortex": {
      "url": "http://127.0.0.1:17845/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

Step 1 — Add to ~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "aims-cortex": {
      "serverUrl": "http://127.0.0.1:17845/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

Step 1 — Direct Python / REST Loopback Script

import requests

CORTEX_URL = "http://127.0.0.1:17845"
TOKEN = "<YOUR_TOKEN>"
HEADERS = {"Authorization": f"Bearer {TOKEN}"}

# List terminals
terminals = requests.get(f"{CORTEX_URL}/v1/tools/list_terminals", headers=HEADERS).json()
print("Terminals:", terminals)

# Preview order
session_id = terminals[0]["sessionId"]
preview = requests.post(f"{CORTEX_URL}/v1/orders/preview", headers=HEADERS, json={
    "sessionId": session_id,
    "side": "buy",
    "type": "market",
    "sizing": {"mode": "risk_percent", "riskPercent": 1.0},
    "stop": {"mode": "pips", "pips": 25.0}
}).json()
print("Preview:", preview)

Step 2 — Copy & Paste Agent Bootstrap System Prompt (Paste into .cursorrules, CLAUDE.md, or system prompt)

You are an autonomous quantitative execution assistant connected to MetaTrader 4/5 via Cortex AI over MCP.

Immutable operational trading rules:
1. MANDATORY READ-BEFORE-WRITE:
   - Call list_terminals and get_market(sessionId) before taking or proposing any trade.
   - Call get_signals(sessionId) or inspect_chart(sessionId, symbol, timeframe) to verify statistical regime (Hurst exponent, Variance Ratio, Efficiency Ratio, ATR friction). Reject entry if spread exceeds 20% of ATR.

2. MANDATORY PRE-TRADE VALIDATION (PREVIEW FIRST):
   - You MUST call preview_order before place_order. Inspect the returned OrderPlan (lots, cashAtRisk, riskPercent, stopLossPrice) and ensure ok === true with zero Risk Guard violations.

3. HARD RISK CONSTRAINTS:
   - Every order MUST have a non-zero stop loss. Zero-stop trades are prohibited.
   - Risk sizing must respect riskPercent (default 1.0% max) or Quarter-Kelly recommendation.
   - Stop trading immediately if daily drawdown limit is reached.

4. STRUCTURED TRADE EXPLANATION:
   Always state: Terminal & Symbol, Order Intent, Statistical Edge (Hurst / AIMS Box / ATR), and Risk & Sizing before executing.

5. POSITION MANAGEMENT:
   - Call get_positions to monitor open risk.
   - Use manage_position to move stops to break-even or scale out when targets hit.

Human-in-the-Loop Approval Gate

Tokens with requireApproval = true pause execution and surface an interactive Approve / Reject card at the top of Cortex AI with a 5-minute auto-expiry.

Agent Request → PlanOrder → RiskGuard → ApprovalBar → EA Pipe

Single Source of Truth Tool Catalogue

One unified schema defines 11+ quantitative tools for MCP, REST, and the in-app AI assistant, ensuring 100% feature parity across any model.

list_terminals · inspect_chart · get_signals · preview_order

INSTANT ACCESS · 2-MINUTE ACTIVATION

Get Your 30-Day Free Trial License Key

No credit card required. Receive a cryptographically signed Ed25519 license token immediately on screen. Valid across 2 personal or VPS machines with 14-day offline grace.

✓ 30-Day License Token Generated:

Paste into Cortex AI Settings → License Key → Activate.

What's Included in Beta

Full access to Order Ticket & Risk Guard
Quant Regime Conviction Radar (Hurst, VR, ER)
Multi-Terminal Fund Manager (MT4 + MT5)
MCP Server for Claude Code & Cursor agents
Emergency position close never blocked
Free community support

OFFICIAL RELEASES

Download Cortex AI

Production-grade Windows execution workstation. Bundles compiled zero-DLL AIMSCortex.ex4 and AIMSCortex.ex5.

RECOMMENDED

Windows Setup (.exe)

Single-click setup targeting %LOCALAPPDATA%. No admin UAC elevation prompts required. Auto-creates desktop & Start Menu shortcuts.

v0.9.0-beta.1 (x64) · 119 MB
SHA256: dc157aeafde43df78481ac6febc1...

Download Setup (.exe) ↓

DISCORD / TESTERS

Beta Tester Kit (.zip)

Complete tester bundle containing the installer, Markdown quick-start instructions, text guide, and official SHA256 checksums.

v0.9.0-beta.1 (Kit) · 119 MB
SHA256: 369fe869f028eb7c46af38b735bd...

Download Tester Kit (.zip) ↓

PORTABLE / VPS

Portable Package (.zip)

Standalone unpacked distribution for external SSDs, locked VPS environments, or running without Windows registry integration.

v0.9.0-beta.1 (Portable) · 151 MB
SHA256: b2432e402ae1df3ae51a4fa9eda8...

Download Portable (.zip) ↓

Direction	Message Type	Cadence / Trigger	Purpose
EA → App	`hello`	On attach / reconnect	Handshakes protocol `2.0`, account login, broker, chart symbol & timeframe.
EA → App	`sync`	Every 250ms	Streams live Bid/Ask, contract specs, balance/equity, open positions, pending orders & rules.
EA → App	`bars`	Every 5s / new bar	Streams up to 120 closed OHLCV bars for the on-device PhD Quant Regime Engine.
App → EA	`command`	On user/agent action	Dispatches `place_order`, `modify_position`, `close_position`, `set_protection`, etc.
EA → App	`ack`	On command completion	Returns `accepted`, `done` (with broker ticket/fill price), or `failed`.

DEVELOPERS & AGENTS

8. Local HTTP MCP Server & Ready-Made Harness Prompts

Cortex AI runs a local HTTP Streamable MCP server on http://127.0.0.1:17845/mcp and REST API at http://127.0.0.1:17845/v1. Every connected agent receives 11+ quantitative tools subject to human-in-the-loop approvals and Risk Guard limits.

Quick Harness Connection (No npm Required)

# Claude Code CLI:
claude mcp add --transport http aims-cortex http://127.0.0.1:17845/mcp --header "Authorization: Bearer <YOUR_TOKEN>"

# Cursor IDE / Google Antigravity (mcp.json):
{
  "mcpServers": {
    "aims-cortex": {
      "url": "http://127.0.0.1:17845/mcp",
      "headers": { "Authorization": "Bearer <YOUR_TOKEN>" }
    }
  }
}

# Python Loopback REST API:
curl -H "Authorization: Bearer <YOUR_TOKEN>" http://127.0.0.1:17845/v1/tools/list_terminals

Standard Agent Bootstrap System Prompt

Paste this prompt into your agent harness instructions or .cursorrules to enforce mandatory preview_order planning and hard stop-loss risk guards:

You are an autonomous quantitative execution assistant connected to MetaTrader 4/5 via Cortex AI over MCP.

Immutable operational trading rules:
1. MANDATORY READ-BEFORE-WRITE:
   - Call list_terminals and get_market(sessionId) before taking or proposing any trade.
   - Call get_signals(sessionId) or inspect_chart(sessionId, symbol, timeframe) to verify statistical regime (Hurst exponent, Variance Ratio, Efficiency Ratio, ATR friction). Reject entry if spread exceeds 20% of ATR.

2. MANDATORY PRE-TRADE VALIDATION (PREVIEW FIRST):
   - You MUST call preview_order before place_order. Inspect the returned OrderPlan (lots, cashAtRisk, riskPercent, stopLossPrice) and ensure ok === true with zero Risk Guard violations.

3. HARD RISK CONSTRAINTS:
   - Every order MUST have a non-zero stop loss. Zero-stop trades are prohibited.
   - Risk sizing must respect riskPercent (default 1.0% max) or Quarter-Kelly recommendation.
   - Stop trading immediately if daily drawdown limit is reached.

4. STRUCTURED TRADE EXPLANATION:
   Always state: Terminal & Symbol, Order Intent, Statistical Edge (Hurst / AIMS Box / ATR), and Risk & Sizing before executing.

5. POSITION MANAGEMENT:
   - Call get_positions to monitor open risk.
   - Use manage_position to move stops to break-even or scale out when targets hit.

The Institutional Execution Desk & On-Device Quant AI for MetaTrader.

Real Stochastic Calculus & Regime Detection. Not LLM Hype.

1. Rescaled-Range (R/S) Hurst Exponent ($H$)

2. Yang-Zhang Minimum-Variance OHLC Volatility

3. Fractional Quarter-Kelly Optimal Sizing

4. 95% 1-Day Parametric VaR & Stop-Locked Audit

Manage Prop Evaluations & Personal Accounts as One Unified Fund.

Pro-Rata Equity %

Quant Quarter-Kelly Scaling

Emergency 1-Click Flatten All

Built for Humans. Native to Autonomous AI Agents.

Ready-Made Harness Setup Packs

Human-in-the-Loop Approval Gate

Single Source of Truth Tool Catalogue

Get Your 30-Day Free Trial License Key

What's Included in Beta

Download Cortex AI

Windows Setup (.exe)

Beta Tester Kit (.zip)

Portable Package (.zip)

1. Quickstart & Zero-DLL Setup

Step-by-Step Installation

2. System Architecture & Protocol v2.1

3. Order Ticket & Top Execution Bar

4. Autonomous EA Protection Rules

5. Multi-Terminal Fund Manager (1 → N)

6. PhD Quant Regime & Portfolio Risk Engine

7. Risk Guard & Daily Loss Circuit Breaker

8. Local HTTP MCP Server & Ready-Made Harness Prompts

Quick Harness Connection (No npm Required)

Standard Agent Bootstrap System Prompt