AI Skill Hub 推荐使用:量化神谕 是一款优质的MCP工具。AI 综合评分 7.5 分,在同类工具中表现稳健。如果你正在寻找可靠的MCP工具解决方案,这是一个值得深入了解的选择。
量化神谕 是一款遵循 MCP(Model Context Protocol)标准协议的 AI 工具扩展。通过 MCP 协议,它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务,实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用,都可以通过自然语言在 AI 对话中直接触发,极大提升生产效率。
量化神谕 是一款遵循 MCP(Model Context Protocol)标准协议的 AI 工具扩展。通过 MCP 协议,它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务,实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用,都可以通过自然语言在 AI 对话中直接触发,极大提升生产效率。
# 方式一:通过 Claude Code CLI 一键安装
claude skill install https://github.com/QuantOracledev/quantoracle
# 方式二:手动配置 claude_desktop_config.json
{
"mcpServers": {
"----": {
"command": "npx",
"args": ["-y", "quantoracle"]
}
}
}
# 配置文件位置
# macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
# Windows: %APPDATA%/Claude/claude_desktop_config.json
# 安装后在 Claude 对话中直接使用 # 示例: 用户: 请帮我用 量化神谕 执行以下任务... Claude: [自动调用 量化神谕 MCP 工具处理请求] # 查看可用工具列表 # 在 Claude 中输入:"列出所有可用的 MCP 工具"
// claude_desktop_config.json 配置示例
{
"mcpServers": {
"____": {
"command": "npx",
"args": ["-y", "quantoracle"],
"env": {
// "API_KEY": "your-api-key-here"
}
}
}
}
// 保存后重启 Claude Desktop 生效
<p align="center"> <h1 align="center">QuantOracle</h1> <p align="center"><strong>The quantitative computation API for autonomous financial agents</strong></p> <p align="center">63 deterministic, citation-verified calculators + 10 composite workflows. 1,000 free calls/day. Pay-per-call on Base or Solana.</p> </p>
<p align="center"> <a href="https://www.npmjs.com/package/quantoracle-mcp"><img src="https://img.shields.io/npm/v/quantoracle-mcp?label=npm&color=cb3837" alt="npm"></a> <a href="https://smithery.ai/server/QuantOracle/quantoracle"><img src="https://smithery.ai/badge/QuantOracle/quantoracle" alt="Smithery"></a> <a href="https://clawhub.ai"><img src="https://img.shields.io/badge/ClawHub-quantoracle-blueviolet" alt="ClawHub"></a> <a href="https://glama.ai/mcp/servers/QuantOracledev/quantoracle"><img src="https://img.shields.io/badge/Glama-A%20%7C%20A%20%7C%20B-brightgreen" alt="Glama"></a> <a href="https://www.npmjs.com/package/quantoracle-cli"><img src="https://img.shields.io/npm/v/quantoracle-cli?label=cli&color=green" alt="CLI"></a> <a href="https://x402.org/ecosystem"><img src="https://img.shields.io/badge/x402-USDC%20on%20Base%20%2B%20Solana-0052FF" alt="x402"></a> <a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/license-MIT-blue" alt="MIT License"></a> </p>
<p align="center"> <a href="https://quantoracle.dev">Calculators</a> | <a href="#cli">CLI</a> | <a href="#mcp-server">MCP Server</a> | <a href="#x402-payments">x402 Payments</a> | <a href="#free-tier">Free Tier</a> | <a href="#full-endpoint-reference">All Endpoints</a> | <a href="#integrations">Integrations</a> </p>
---
curl -X POST https://api.quantoracle.dev/v1/options/price \ -H "Content-Type: application/json" \ -d '{"S": 100, "K": 105, "T": 0.5, "r": 0.05, "sigma": 0.2, "type": "call"}'
json { "price": 4.5817, "intrinsic": 0, "time_value": 4.5817, "breakeven": 109.5817, "prob_itm": 0.4056, "greeks": { "delta": 0.4612, "gamma": 0.0281, "theta": -0.0211, "vega": 0.2808, "rho": 0.2077, "vanna": 0.0047, "charm": -0.0006, "volga": 0.0327, "speed": -0.0001 }, "d1": -0.0975, "d2": -0.2389, "ms": 12.4 } ```
npx quantoracle-mcp
docker compose up -d
```bash
curl https://api.quantoracle.dev/usage
A typical agent backtest chains multiple QuantOracle calls per iteration:
1. /v1/indicators/technical -- generate signals (SMA, RSI, MACD)
2. /v1/risk/position-size -- size the trade (fixed fractional)
3. /v1/risk/transaction-cost -- estimate execution costs
4. /v1/options/price -- price the hedge (Black-Scholes)
5. /v1/risk/portfolio -- compute running Sharpe, drawdown, VaR
6. /v1/stats/probabilistic-sharpe -- is the Sharpe statistically significant?
7. /v1/tvm/cagr -- compute CAGR of the equity curve
Each call is a pure calculator -- no state, no side effects, no API keys.
| Endpoint | Description | Price |
|---|---|---|
POST /v1/options/price | Black-Scholes pricing with 10 Greeks (delta through color) | $0.005 |
POST /v1/options/implied-vol | Newton-Raphson implied volatility solver | $0.005 |
POST /v1/options/strategy | Multi-leg options strategy P&L, breakevens, max profit/loss | $0.008 |
POST /v1/options/payoff-diagram | Multi-leg options payoff diagram data generation | $0.005 |
Run up to 100 computations in a single HTTP request. One round trip instead of 100.
curl -X POST https://api.quantoracle.dev/v1/batch \
-H "Content-Type: application/json" \
-d '{
"requests": [
{"endpoint": "options/price", "params": {"S": 100, "K": 105, "T": 0.25, "r": 0.05, "sigma": 0.2}},
{"endpoint": "stats/zscore", "params": {"series": [10, 12, 14, 11, 13, 15]}},
{"endpoint": "tvm/cagr", "params": {"start_value": 100, "end_value": 150, "years": 3}}
]
}'
Returns all results in one response with the total price:
{
"batch_size": 3,
"total_price_usdc": 0.009,
"results": [
{"endpoint": "options/price", "status": 200, "data": {"price": 2.4779, "greeks": {"delta": 0.377, "..."}}},
{"endpoint": "stats/zscore", "status": 200, "data": {"mean": 12.5, "std_dev": 1.87, "..."}},
{"endpoint": "tvm/cagr", "status": 200, "data": {"cagr": 0.1447, "doubling_time_years": 5.13, "..."}}
],
"ms": 42.13
}
| Free | Paid | |
|---|---|---|
| **Batch calls** | 1 trial (ever) | Unlimited |
| **Max per batch** | 100 | 100 |
| **Price** | Free | Sum of individual endpoint prices |
Batch pricing is the sum of the individual endpoint prices — no markup. You pay for the computations, the speed is free.
---
curl https://api.quantoracle.dev/.well-known/x402
| Endpoint | Description | Price |
|---|---|---|
POST /v1/derivatives/binomial-tree | CRR binomial tree pricing for American and European options | $0.008 |
POST /v1/derivatives/barrier-option | Barrier option pricing using analytical formulas | $0.008 |
POST /v1/derivatives/asian-option | Asian option pricing: geometric closed-form or arithmetic approximation | $0.008 |
POST /v1/derivatives/lookback-option | Lookback option pricing (floating/fixed strike, Goldman-Sosin-Gatto) | $0.008 |
POST /v1/derivatives/option-chain-analysis | Option chain analytics: skew, max pain, put-call ratios | $0.015 |
POST /v1/derivatives/put-call-parity | Put-call parity check and arbitrage detection | $0.002 |
POST /v1/derivatives/volatility-surface | Build implied volatility surface from market data | $0.015 |
| Endpoint | Description | Price |
|---|---|---|
POST /v1/risk/portfolio | 22 risk metrics: Sharpe, Sortino, Calmar, Omega, VaR, CVaR, drawdown | $0.008 |
POST /v1/risk/kelly | Kelly Criterion: discrete (win/loss) or continuous (returns series) | $0.005 |
POST /v1/risk/position-size | Fixed fractional position sizing with risk/reward targets | $0.005 |
POST /v1/risk/drawdown | Drawdown decomposition with underwater curve | $0.005 |
POST /v1/risk/correlation | N x N correlation and covariance matrices from return series | $0.008 |
POST /v1/risk/var-parametric | Parametric Value-at-Risk and Conditional VaR | $0.008 |
POST /v1/risk/stress-test | Portfolio stress test across multiple scenarios | $0.008 |
POST /v1/risk/transaction-cost | Transaction cost model: commission + spread + Almgren market impact | $0.005 |
| Endpoint | Description | Price |
|---|---|---|
POST /v1/indicators/technical | 13 technical indicators (SMA, EMA, RSI, MACD, etc.) + composite signals | $0.005 |
POST /v1/indicators/regime | Trend + volatility regime + composite risk classification | $0.005 |
POST /v1/indicators/crossover | Golden/death cross detection with signal history | $0.005 |
POST /v1/indicators/bollinger-bands | Bollinger Bands with %B, bandwidth, and squeeze detection | $0.002 |
POST /v1/indicators/fibonacci-retracement | Fibonacci retracement and extension levels | $0.002 |
POST /v1/indicators/atr | Average True Range with normalized ATR and volatility regime | $0.002 |
| Endpoint | Description | Price |
|---|---|---|
POST /v1/stats/linear-regression | OLS linear regression with R-squared, t-stats, standard errors | $0.008 |
POST /v1/stats/polynomial-regression | Polynomial regression of degree n with goodness-of-fit metrics | $0.008 |
POST /v1/stats/cointegration | Engle-Granger cointegration test with hedge ratio and half-life | $0.008 |
POST /v1/stats/hurst-exponent | Hurst exponent via rescaled range (R/S) analysis | $0.008 |
POST /v1/stats/garch-forecast | GARCH(1,1) volatility forecast using maximum likelihood estimation | $0.015 |
POST /v1/stats/zscore | Rolling and static z-scores with extreme value detection | $0.002 |
POST /v1/stats/distribution-fit | Fit data to common distributions and rank by goodness of fit | $0.008 |
POST /v1/stats/correlation-matrix | Correlation and covariance matrices with eigenvalue decomposition | $0.015 |
POST /v1/stats/realized-volatility | Realized vol: close-to-close, Parkinson, Garman-Klass, Yang-Zhang | $0.005 |
POST /v1/stats/normal-distribution | Normal distribution: CDF, PDF, quantile, confidence intervals | $0.002 |
POST /v1/stats/sharpe-ratio | Standalone Sharpe ratio with Lo (2002) standard error and 95% CI | $0.002 |
POST /v1/stats/probabilistic-sharpe | Probabilistic Sharpe Ratio (Bailey & Lopez de Prado 2012) | $0.005 |
| Endpoint | Description | Price |
|---|---|---|
POST /v1/portfolio/optimize | Portfolio optimization: max Sharpe, min vol, or risk parity | $0.015 |
POST /v1/portfolio/risk-parity-weights | Equal risk contribution portfolio weights (Spinu 2013) | $0.008 |
| Endpoint | Description | Price |
|---|---|---|
POST /v1/fixed-income/bond | Bond price, Macaulay/modified duration, convexity, DV01 | $0.008 |
POST /v1/fixed-income/amortization | Full amortization schedule with extra payment savings analysis | $0.005 |
POST /v1/fi/yield-curve-interpolate | Yield curve interpolation: linear, cubic spline, Nelson-Siegel | $0.015 |
POST /v1/fi/credit-spread | Credit spread and Z-spread from bond price vs risk-free curve | $0.008 |
| Endpoint | Description | Price |
|---|---|---|
POST /v1/crypto/impermanent-loss | Impermanent loss calculator for Uniswap v2/v3 AMM positions | $0.005 |
POST /v1/crypto/apy-apr-convert | Convert between APY and APR with configurable compounding | $0.002 |
POST /v1/crypto/liquidation-price | Liquidation price calculator for leveraged positions | $0.002 |
POST /v1/crypto/funding-rate | Funding rate analysis with annualization and regime detection | $0.005 |
POST /v1/crypto/dex-slippage | DEX slippage estimator for constant-product AMM (x*y=k) | $0.005 |
POST /v1/crypto/vesting-schedule | Token vesting schedule with cliff, linear/graded unlock, TGE | $0.005 |
POST /v1/crypto/rebalance-threshold | Portfolio rebalance analyzer: drift detection and trade sizing | $0.005 |
| Endpoint | Description | Price |
|---|---|---|
POST /v1/fx/interest-rate-parity | Interest rate parity calculator with arbitrage detection | $0.005 |
POST /v1/fx/purchasing-power-parity | Purchasing power parity fair value estimation | $0.005 |
POST /v1/fx/forward-rate | Bootstrap forward rates from a spot yield curve | $0.005 |
POST /v1/fx/carry-trade | Currency carry trade P&L decomposition | $0.005 |
POST /v1/macro/inflation-adjusted | Nominal to real returns using Fisher equation | $0.002 |
POST /v1/macro/taylor-rule | Taylor Rule interest rate prescription | $0.002 |
POST /v1/macro/real-yield | Real yield and breakeven inflation from nominal yields | $0.002 |
| Endpoint | Description | Price |
|---|---|---|
POST /v1/tvm/present-value | Present value of a future lump sum and/or annuity stream | $0.002 |
POST /v1/tvm/future-value | Future value of a present lump sum and/or annuity stream | $0.002 |
POST /v1/tvm/irr | Internal rate of return via Newton-Raphson | $0.005 |
POST /v1/tvm/npv | Net present value with profitability index and payback period | $0.002 |
POST /v1/tvm/cagr | Compound annual growth rate with forward projections | $0.002 |
| Endpoint | Description | Price |
|---|---|---|
POST /v1/simulate/montecarlo | GBM Monte Carlo with contributions/withdrawals, up to 5000 paths | $0.015 |
Higher-level endpoints that combine multiple calculations into a single call. Same math as the individual endpoints -- just packaged for common agent workflows. No free tier.
| Endpoint | Description | Replaces | Price |
|---|---|---|---|
POST /v1/backtest/strategy | Run SMA crossover, RSI mean reversion, momentum, or Bollinger breakout backtest | 10+ indicator + risk calls | $0.10 |
POST /v1/options/spread-scan | Scan and rank vertical spreads by risk/reward | 8-16 options/price calls | $0.05 |
POST /v1/portfolio/rebalance-plan | Generate trade list to hit target weights with cost estimate | portfolio/optimize + transaction-cost | $0.05 |
POST /v1/options/strategy-optimizer | Rank top options strategies given outlook + volatility view | options/strategy + payoff-diagram | $0.08 |
POST /v1/hedging/recommend | Rank cheapest effective hedges (protective put, collar, futures, partial) | options/price + Greeks | $0.04 |
POST /v1/risk/full-analysis | Complete risk tearsheet: Sharpe, Sortino, VaR, Kelly, drawdown, Hurst, CAGR | 7 individual calls | $0.04 |
POST /v1/portfolio/health | Portfolio health check: risk, correlation, rebalance, stress test | 6 individual calls | $0.04 |
POST /v1/trade/evaluate | Trade evaluation: sizing, risk/reward, Kelly, costs, regime, signals, verdict | 5 individual calls | $0.025 |
POST /v1/pairs/signal | Pairs trading signal: cointegration, Hurst, z-score, half-life, hedge ratio | 4 individual calls | $0.025 |
POST /v1/indicators/regime-classify | Trend, vol regime, RSI, direction, strategy suggestion | technical + regime + realized-vol | $0.015 |
---
QuantOracle is available across multiple agent ecosystems:
| Platform | How to connect |
|---|---|
| **Claude Desktop / Claude Code** | Connector URL: https://mcp.quantoracle.dev/mcp |
| **Cursor / Windsurf** | MCP config: npx quantoracle-mcp |
| **Smithery** | npx @smithery/cli mcp add QuantOracle/quantoracle |
| **OpenClaw / ClawHub** | clawhub install quantoracle |
| **CLI** | npm install -g quantoracle-cli or npx quantoracle-cli |
| **Glama** | [glama.ai/mcp/servers/QuantOracledev/quantoracle](https://glama.ai/mcp/servers/QuantOracledev/quantoracle) |
| **npm (MCP)** | npx quantoracle-mcp |
| **x402 ecosystem** | [x402.org/ecosystem](https://x402.org/ecosystem) |
| **ChatGPT GPT** | [QuantOracle GPT](https://chatgpt.com/g/g-69d9c28bddb481918e674e2f9d9f3e97-quantoracle) |
| **LangChain** | pip install langchain-quantoracle |
| **AgentCash** | npx agentcash fetch https://api.quantoracle.dev/v1/... |
| **x402scan** | [Server page](https://www.x402scan.com/server/2c32a45a-f94b-4def-904c-8dbbac8dc042) — Base + Solana |
| **REST API** | https://api.quantoracle.dev/v1/... |
| **OpenAPI spec** | https://api.quantoracle.dev/openapi.json |
| **Swagger UI** | https://api.quantoracle.dev/docs |
AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。
建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。
✅ MIT 协议 — 最宽松的开源协议之一,可自由商用、修改、分发,仅需保留版权声明。
总体来看,量化神谕 是一款质量良好的MCP工具,在同类工具中具备一定竞争力。AI Skill Hub 将持续追踪其更新动态,建议收藏备用,结合自身场景选择合适时机引入使用。
| 原始名称 | quantoracle |
| 原始描述 | 开源MCP工具:63 deterministic quant computation tools for autonomous financial agents. Option。⭐6 · TypeScript |
| Topics | 量化计算金融智能TypeScript |
| GitHub | https://github.com/QuantOracledev/quantoracle |
| License | MIT |
| 语言 | TypeScript |
收录时间:2026-06-07 · 更新时间:2026-06-08 · License:MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。
选择 Agent 类型,复制安装指令后粘贴到对应客户端