Summary
Gives Claude direct access to macro-factor quantitative trading signals for US and China equity markets through 8 tools and 1 resource. You can list all strategies with live performance stats, pull detailed NAV histories, compare multiple strategies side by side, and query custom momentum indices. The interesting bit is the trial registration flow: Claude can call register_trial with an email to get an API key instantly, then use get_signals to fetch actual buy/sell positions for specific strategies and check_subscription to monitor trial status. All performance is forward tracked with immutable timestamps, not backtested. Useful if you're building an AI that needs to query or monitor quantitative signals without touching user funds or managing execution.
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Tools
Public tool metadata for what this MCP can expose to an agent.
8 tools
list_strategiesList all available trading strategies with live performance data. Returns strategy name, market (US/China), total return, drawdown, and recent returns.
List all available trading strategies with live performance data. Returns strategy name, market (US/China), total return, drawdown, and recent returns.
No parameter schema in public metadata yet.
get_strategy_performanceGet detailed performance for a specific strategy — returns, drawdown, Sharpe, win rate, and daily NAV history for charting. Requires API key (get one free via register_trial).3 params
Get detailed performance for a specific strategy — returns, drawdown, Sharpe, win rate, and daily NAV history for charting. Requires API key (get one free via register_trial).
Parameters* required
apiKeystringYour API key from register_trial (starts with 'qtg_')
productIdstringStrategy product ID, e.g. 'PROD-E3X'
includeChartbooleanInclude daily NAV data points for chartingdefault: true
get_index_dataGet custom market indices — China A-share momentum and strategy-weighted momentum. Requires API key (get one free via register_trial).2 params
Get custom market indices — China A-share momentum and strategy-weighted momentum. Requires API key (get one free via register_trial).
Parameters* required
apiKeystringYour API key from register_trial (starts with 'qtg_')
indexIdstringIndex ID. Omit to get summary of all indices.one of
DA-MOMENTUM · QTG-MOMENTUMcompare_strategiesCompare multiple strategies side-by-side — returns, drawdown, and recent performance.1 params
Compare multiple strategies side-by-side — returns, drawdown, and recent performance.
Parameters* required
productIdsarrayArray of product IDs to compare, e.g. ['PROD-E3X', 'PROD-PCR']
get_subscription_infoGet subscription plans and free trial info.
Get subscription plans and free trial info.
No parameter schema in public metadata yet.
register_trialStart a free 30-day trial. Provide your email, get an API key instantly. Calling again with the same email returns your existing account.1 params
Start a free 30-day trial. Provide your email, get an API key instantly. Calling again with the same email returns your existing account.
Parameters* required
emailstringYour email address for registration and credential recovery
get_signalsGet today's buy/sell signals for a strategy. Requires API key from register_trial.3 params
Get today's buy/sell signals for a strategy. Requires API key from register_trial.
Parameters* required
limitnumberNumber of recent signals to return (max 50)default: 20
apiKeystringYour API key from register_trial (starts with 'qtg_')
productIdstringStrategy product ID from list_strategies, e.g. 'PROD-E3X'
check_subscriptionCheck subscription status and remaining trial days. Requires API key from register_trial.1 params
Check subscription status and remaining trial days. Requires API key from register_trial.
Parameters* required
apiKeystringYour API key from register_trial (starts with 'qtg_')
QuantToGo MCP — 宏观因子量化信号源
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
| 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: 2026-06-22 · Auto-updated weekly via GitHub Actions · Verify in git history
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
{
"mcpServers": {
"quanttogo": {
"command": "npx",
"args": ["-y", "quanttogo-mcp"]
}
}
}
Cursor
Add to .cursor/mcp.json:
{
"mcpServers": {
"quanttogo": {
"command": "npx",
"args": ["-y", "quanttogo-mcp"]
}
}
}
Coze（扣子）/ Remote SSE
{
"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 strategy | apiKey, productId, limit? |
check_subscription | Check trial status and remaining days | apiKey |
Resource: quanttogo://strategies/overview — JSON overview of all strategies.
Try It Now
Ask your AI assistant:
"List all QuantToGo strategies and compare the top performers."
"I want to try QuantToGo signals. Register me with my-email@example.com."
"Show me the latest trading signals for the US panic dip-buying strategy."
"帮我注册 QuantToGo 试用，邮箱 xxx@gmail.com，然后看看美股策略的最新信号。"
🔗 Links
| Audience | URL |
|---|---|
| Visitors / Free Trial | www.quanttogo.com/playground |
| Subscribers / Invited Users | www.quanttogo.com · web.quanttogo.com |
| AI Agents / Mechanism Audit | www.quanttogo.com/ai/ |
中文
什么是 QuantToGo？
QuantToGo 是一个宏观因子量化信号源——不是交易平台，不是资管产品，不是跟单社区。
我们运行基于宏观经济因子（汇率周期、流动性轮动、恐慌情绪、跨市场联动）的量化策略模型，持续发布交易信号。用户接收信号后，自主判断、自主执行、自主承担盈亏。我们不触碰用户的任何资金。
类比：天气预报告诉你明天大概率下雨，但不替你决定带不带伞。
核心特征
- 宏观因子驱动：每个策略的信号来源都有明确的经济学逻辑，不是数据挖掘
- 指数为主：80%以上标的为指数ETF/期货，规避个股风险
- 前置验证：所有信号从发出那一刻起不可篡改，完整展示回撤和亏损
- 零资金委托：你的钱始终在你自己的券商账户
- AI原生：通过MCP协议可被任何AI助手直接调用
快速体验
对你的AI助手说：
"帮我列出QuantToGo所有的量化策略，看看它们的表现。"
"帮我注册 QuantToGo 试用，邮箱 xxx@gmail.com，然后看看最新的交易信号。"
"有没有做A股的策略？最大回撤在30%以内的。"
🔗 链接
| 用户类型 | 地址 |
|---|---|
| 访客 / 免费试用 | www.quanttogo.com/playground |
| 订阅用户 | www.quanttogo.com · web.quanttogo.com |
| AI 代理 / 机制审计 | www.quanttogo.com/ai/ |
相关阅读
《量化信号源》系列文章：
- 量化信号源：被低估的第四种量化服务范式（QTGS评估框架）
- 宏观因子量化：为什么"硬逻辑"比"多因子"更适合信号源模式
- 当AI学会调用量化策略：MCP协议与量化信号源的技术实现
- 用AI助手获取实盘量化信号：一份实操指南
License
MIT
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →