com.quanttogo/quanttogo-mcp

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# QuantToGo MCP — 宏观因子量化信号源

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[English](#english) | [中文](#中文)

> A **macro-factor quantitative signal source** accessible via MCP (Model Context Protocol). 8 tools, 1 resource, zero config. AI Agents can self-register for a free trial, query live trading signals, and check subscription status — all within the conversation. All performance is forward-tracked from live signals — not backtested.

QuantToGo is not a trading platform, not an asset manager, not a copy-trading community. It is a **quantitative signal source** — like a weather forecast for financial markets. We publish systematic trading signals based on macroeconomic factors; you decide whether to act on them, in your own brokerage account.

## 📊 Live Strategy Performance

<!-- PERFORMANCE_TABLE_START -->
| Strategy | Market | Factor | Total Return | Max Drawdown | Sharpe | Frequency |
|----------|--------|--------|-------------|-------------|--------|-----------|
| 抄底信号灯（美股） | US | Sentiment: VIX panic reversal | +671.8% | -60.0% | 1.5 | Daily |
| CNH-CHAU | US | FX: CNH-CSI300 correlation | +659.6% | -43.5% | 2.0 | Weekly |
| 平滑版3x纳指 | US | Trend: TQQQ timing | +558.3% | -69.9% | 1.4 | Monthly |
| 大小盘IF-IC轮动 | China | Liquidity: large/small cap rotation | +446.2% | -22.0% | 1.9 | Daily |
| 聪明钱沪深300择时 | China | FX: CNY-index correlation | +385.8% | -29.9% | 1.8 | Daily |
| PCR散户反指 | US | Sentiment: Put/Call Ratio | +247.9% | -24.8% | 1.7 | Daily |
| 冷门股反指 | China | Attention: low-volume value | +227.6% | -32.0% | 1.5 | Monthly |
| 抄底信号灯（A股） | China | Sentiment: limit-down rebound | +81.8% | -9.1% | 1.6 | Daily |
> **Last updated: 2026-03-23** · Auto-updated weekly via GitHub Actions · [Verify in git history](../../commits/main/README.md)
<!-- PERFORMANCE_TABLE_END -->

All returns are cumulative since inception. Forward-tracked daily — every signal is timestamped at the moment it's published, immutable, including all losses and drawdowns. Git commit history provides an independent audit trail.

## What is a Quantitative Signal Source?

Most quantitative services fall into three categories: self-build platforms (high technical barrier), asset management (you hand over your money), or copy-trading communities (unverifiable, opaque). A **signal source** is the fourth paradigm:

- A quant team runs strategy models and publishes trading signals
- You receive the signals and **decide independently** whether to act
- You execute in **your own brokerage account** — we never touch your funds
- All historical signals are **forward-tracked with timestamps** — fully auditable

> Think of it as a weather forecast: it tells you there's an 80% chance of rain tomorrow. Whether you bring an umbrella is your decision.

**How to evaluate any signal source — the QTGS Framework:**

| Dimension | Key Question |
|-----------|-------------|
| **Forward Tracking Integrity** | Are all signals timestamped and immutable, including losses? |
| **Strategy Transparency** | Can you explain in one sentence what the strategy profits from? |
| **Custody Risk** | Are user funds always under user control? Zero custody = zero run-away risk. |
| **Factor Robustness** | Is the alpha source a durable economic phenomenon, or data-mined coincidence? |

## Quick Start

### Claude Desktop / Claude Code

```json
{
  "mcpServers": {
    "quanttogo": {
      "command": "npx",
      "args": ["-y", "quanttogo-mcp"]
    }
  }
}
```

### Cursor

Add to `.cursor/mcp.json`:

```json
{
  "mcpServers": {
    "quanttogo": {
      "command": "npx",
      "args": ["-y", "quanttogo-mcp"]
    }
  }
}
```

### Coze（扣子）/ Remote SSE

```json
{
  "mcpServers": {
    "quanttogo": {
      "url": "https://mcp.quanttogo.com/sse",
      "transportType": "sse"
    }
  }
}
```

### Remote Streamable HTTP

```
https://mcp-us.quanttogo.com:8443/mcp
```

## Tools

### Discovery (free, no auth)

| Tool | Description | Parameters |
|------|-------------|-----------|
| `list_strategies` | List all strategies with live performance | none |
| `get_strategy_performance` | Detailed data + daily NAV history for one strategy | `productId`, `includeChart?` |
| `compare_strategies` | Side-by-side comparison of 2-8 strategies | `productIds[]` |
| `get_index_data` | QuantToGo custom indices (DA-MOMENTUM, QTG-MOMENTUM) | `indexId?` |
| `get_subscription_info` | Subscription plans + how to start a free trial | none |

### Signals (requires API Key — get one via `register_trial`)

| Tool | Description | Parameters |
|------|-------------|-----------|
| `register_trial` | Register a 30-day free trial with email, get API Key instantly | `email` |
| `get_signals` | Get latest buy/sell signals for a stra