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Connect Garman-Klass Volatility Calculator to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Get precise intraday volatility estimates from OHLC price data.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Garman-Klass Volatility Calculator.

  1. 01

    Calculate gk volatility

    This capability computes the primary Garman-Klass volatility metric using your provided price data arrays.

  2. 02

    Compare volatility methods

    Use this to run a comparative analysis between Garman-Klass, Parkinson, and Close-to-Close volatility estimators.

  3. 03

    Get volatility percentile

    This capability determines how extreme current Garman-Klass volatility is relative to a historical distribution.

Real work

What teams actually run

01

Risk Monitoring

An agent checks if current volatility levels are statistically extreme compared to recent history.

02

Model Validation

A user compares Garman-Klass results against Close-to-Close metrics to validate a model.

03

Automated Quant Research

An AI client processes large sets of OHLC data to estimate volatility for new assets.

04

Market Regime Detection

The agent uses volatility percentiles to identify shifts in market turbulence.

One connector, every AI

Garman-Klass Volatility Calculator works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Garman-Klass Volatility Calculator to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

850ms average. Fast in production.

Garman-Klass Volatility Calculator is checked daily against the live service.

Daily averagePeak 1017ms
Oct 3Today
Fastest day
709ms
Slowest day
1017ms
14-day trend
Improving-12%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Garman-Klass Volatility Calculator, so you can see the experience inside your AI.

It does not authenticate your account with Garman-Klass Volatility Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Garman-Klass Volatility Calculator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_HhDeXzHewwxkUE53x5VMfdGnsiRGZyjMQzMiZZQi/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Garman-Klass Volatility Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "garman-klass-volatility-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HhDeXzHewwxkUE53x5VMfdGnsiRGZyjMQzMiZZQi/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Garman-Klass Volatility Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Garman-Klass Volatility Calculator owners hand off.

This MCP is designed for professionals working in quantitative finance and risk management.

  • 01

    Quantitative Analysts

    They hand off OHLC price arrays to the agent to generate volatility metrics for models.

  • 02

    Risk Managers

    They use the percentile capability to monitor for extreme market turbulence.

  • 03

    Algorithmic Traders

    They use comparative volatility analysis to refine their execution strategies.

FAQ

Questions Garman-Klass Volatility Calculator owners ask.

  • 01

    How is Garman-Klass different from Parkinson volatility?

    Garman-Klass is more efficient because it incorporates intraday price direction rather than just high and low prices.

  • 02

    What data do I need to provide to calculate volatility?

    You need to provide arrays containing the Open, High, Low, and Close (OHLC) prices.

  • 03

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 04

    How do I know if market volatility is an outlier?

    You can use the get_volatility_percentile capability to see how current volatility compares to historical distributions.

  • 05

    Does Vinkius host the MCP?

    Yes, Vinkius hosts and manages the MCP so it is ready to use immediately upon connection.

  • 06

    How is Garman-Klass volatility different from Parkinson volatility?

    Garman-Klass is more efficient because it uses all four OHLC prices, whereas Parkinson only uses the High and Low prices.

  • 07

    Can I compare different volatility models?

    Yes, you can use the compare_volatility_methods capability to compare Garman-Klass, Parkinson, and Close-to-Close volatility simultaneously.

  • 08

    How do I identify extreme volatility events?

    You can use get_volatility_percentile to find the percentile rank of the current volatility against historical data.

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