Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
73 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"quantoracle": {
"command": "npx",
"args": [
"-y",
"quantoracle-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add quantoracle -- npx -y quantoracle-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"quantoracle": {
"command": "npx",
"args": [
"-y",
"quantoracle-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"quantoracle": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"quantoracle-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
发布者(fel123)不是仓库所有者(QuantOracledev);可能是其他人代为上架的
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 0 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(2.4.2)于5个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Detailing Manager
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Connect your auto detailing studio's tasks, cars, clients and revenue to Claude or ChatGPT.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Model Context Protocol (MCP) server exposing 73 deterministic quant finance calculators to AI agents — Claude, ChatGPT, Cursor, Cline, or any MCP-compatible client. Every tool accepts JSON and returns JSON. Same inputs always produce the same outputs.
The math runs on the QuantOracle API; this package is the thin MCP transport layer that lets your agent call those endpoints as native tools.
Try the calculators in your browser first: the same engine powers 12 free interactive calculators at [quantoracle.dev](https://quantoracle.dev) — useful for verifying outputs before wiring the MCP server into your agent.
73 deterministic financial computation tools across 8 categories:
| Category | Examples |
|---|---|
| Options pricing | Black-Scholes, implied vol, payoff diagrams, multi-leg strategies |
| Derivatives | Binomial trees, barrier, Asian, lookback, volatility surface |
| Risk metrics | Sharpe, Sortino, VaR, CVaR, drawdown, Kelly, position sizing |
| Portfolio | Mean-variance optimization, risk parity, rebalancing, health scoring |
| Statistics | Regression, cointegration, Hurst, GARCH, distribution fits |
| Crypto / DeFi | Impermanent loss, liquidation price, funding rate, DEX slippage |
| FX | Interest rate parity, PPP, carry trade, forwards |
| Macro / TVM | Taylor Rule, real yield, NPV, IRR, CAGR |
Plus 10 composite workflows that bundle 5-15 calculator calls in a single response: backtest, hedging recommendations, full risk analysis, rebalance planning, options strategy optimizer, etc.
npx quantoracle-mcp
Or install globally:
npm install -g quantoracle-mcp
quantoracle-mcp
Add to your claude_desktop_config.json:
{
"mcpServers": { "quantoracle": { "command": "npx", "args": ["-y", "quantoracle-mcp"] } } }
In your MCP settings, add:
npx-y quantoracle-mcp| Tier | What you get | What it costs |
|---|---|---|
| Free | All 73 endpoints, 1,000 calls per IP per day, no signup, no API key | $0 |
| Paid (x402) | Beyond the free tier; required for the 10 paid composite endpoints | $0.002–$0.10 USDC per call depending on complexity |
Paid calls settle automatically via the x402 protocol on Base mainnet or Solana mainnet. The MCP client (or wrapping framework) is responsible for handling the 402 Payment Required response and retrying with payment headers.
Default behavior: the package never spends money on its own. If a paid endpoint is called and no x402-capable wallet is wired into the client, the call returns a 402 error and exits cleanly. No automatic billing, no surprise charges.
Free-tier endpoints (calculator-only): every endpoint priced $0.002–$0.015. These are the bulk of the 73 endpoints and cover almost any quant-finance use case.
Paid-only endpoints (composites): /v1/risk/full-analysis, /v1/hedging/recommend, /v1/backtest/strategy, /v1/portfolio/rebalance-plan, /v1/options/strategy-optimizer, /v1/options/spread-scan, /v1/trade/evaluate, /v1/portfolio/health, /v1/pairs/signal, /v1/indicators/regime-classify. These wrap many calculator calls and are priced $0.04–$0.10.
| Variable | Default | Purpose |
|---|---|---|
QUANTORACLE_API_URL | https://api.quantoracle.dev | Override the API endpoint (e.g. for staging or self-hosted) |
QUANTORACLE_X402_WALLET | _(none)_ | If set, the server enables x402 payment for paid endpoints. Without this variable, paid endpoints return 402 and the agent receives a clean error |
No QUANTORACLE_API_KEY is required for the free tier. The free tier is rate-limited per source IP, not per account.
After installing, ask Claude:
_"Price a 30-day NVDA call with strike $185, spot $180, IV 28%."_
Claude calls the options/price tool. Response:
Price: $4.92
Greeks: Δ 0.43, Γ 0.043, ν 0.21, Θ -0.034, ρ 0.12 Breakeven: $189.92
Or:
_"Run a Monte Carlo simulation: $100K portfolio, 30 years, 7% return, 16% vol, 4% withdrawal. What's the success rate?"_
Claude calls simulate/montecarlo. Response includes terminal-value distribution (P5/P25/median/P75/P95), probability of loss, probability of ruin, and CAGR.
MIT. See LICENSE.