Historical Volatility Calculator Connector for AI agents.
3 live capabilities
Calculate annualized volatility and statistical market ranges
Waiting for input…
Why people use Historical Volatility Calculator
Stop manual math with Historical Volatility Calculator for market analysis
With this MCP, you skip the spreadsheet entirely. You simply hand your price data to your agent, and it performs the exact same deterministic math in seconds. You get professional-grade volatility metrics immediately.
What Vinkius changes
You provide the price data, and your agent provides the statistical volatility analysis.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Spotting volatility breakouts
A trader notices a sudden price spike and asks their agent to check if the current volatility is in the 90th percentile compared to the last year.
- Real-world use case 02
Setting option strike ranges
An analyst provides a series of prices and uses the volatility cone to estimate the statistical max and min bounds for the next period.
- Real-world use case 03
Comparing asset turbulence
A risk manager compares the 30-day annualized volatility of two different assets to assess relative risk levels.
Complete set · 3capabilities
The complete Historical Volatility Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with Historical Volatility Calculator.
01—03
3 capabilities in this set.
Part of 3 available through Historical Volatility Calculator.
- 01 Capability
Get volatility rank
Determines the percentile rank of current volatility relative to its history. It helps you see if current market movement is an outlier.
- 02 Capability
Calculate volatility metrics
Calculates annualized historical volatility for 20, 30, 60, and 90-day windows. It turns raw price lists into standard volatility percentages.
- 03 Capability
Get volatility cone
Provides statistical bounds like min, max, and average for volatility across timeframes. It helps visualize expected volatility ranges.
Set up in minutes
One URL. Then ask Historical Volatility Calculator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Historical Volatility Calculator from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_wsVbXnJoXipLyymqoeORUjHGuyr8bVHeLBqtcvb9/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Historical Volatility Calculator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Historical Volatility Calculator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_wsVbXnJoXipLyymqoeORUjHGuyr8bVHeLBqtcvb9/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Historical Volatility Calculator URL.
- Step 03
Save and start
Save the connection and enable Historical Volatility Calculator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"historical-volatility-calculator": {
"url": "https://edge.vinkius.com/vk_preview_wsVbXnJoXipLyymqoeORUjHGuyr8bVHeLBqtcvb9/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Historical Volatility Calculator
Open Agent mode in chat and ask: "Using Historical Volatility Calculator, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"historical-volatility-calculator": {
"url": "https://edge.vinkius.com/vk_preview_wsVbXnJoXipLyymqoeORUjHGuyr8bVHeLBqtcvb9/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Historical Volatility Calculator
Ask Copilot: "Using Historical Volatility Calculator, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"historical-volatility-calculator": {
"url": "https://edge.vinkius.com/vk_preview_wsVbXnJoXipLyymqoeORUjHGuyr8bVHeLBqtcvb9/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Historical Volatility Calculator
Open Cascade and ask: "Using Historical Volatility Calculator, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"historical-volatility-calculator": {
"url": "https://edge.vinkius.com/vk_preview_wsVbXnJoXipLyymqoeORUjHGuyr8bVHeLBqtcvb9/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Historical Volatility Calculator
Ask Cline: "Using Historical Volatility Calculator, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add historical-volatility-calculator --transport http "https://edge.vinkius.com/vk_preview_wsVbXnJoXipLyymqoeORUjHGuyr8bVHeLBqtcvb9/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Historical Volatility Calculator
Ask Claude: "Using Historical Volatility Calculator, show me...". 3 tools are ready
Where the request belongs
Work Historical Volatility Calculator can move forward.
This is for anyone who needs to quantify market uncertainty without building their own quantitative models from scratch.
Quantitative Trader
Uses volatility cones and percentile ranks to calibrate option pricing or risk parameters.
Risk Manager
Monitors whether current market turbulence is deviating from historical norms.
Financial Analyst
Quickly generates volatility metrics for reports using specific lookback windows.
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Bring your own AI
Change the model, client or framework. Keep Historical Volatility Calculator connected.
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Before you connect
Questions about Historical Volatility Calculator.
The practical details behind the request, access and result.
How can I use the Historical Volatility Calculator MCP to analyze stocks?
You can provide a list of recent closing prices to your agent, and it will calculate the annualized volatility across several standard timeframes, helping you understand how much the stock typically swings.
Can the Historical Volatility Calculator MCP help me identify market extremes?
Yes. By using the percentile rank feature, you can determine if the current market volatility is unusually high or low compared to its recent history.
What kind of volatility data can I get from the Historical Volatility Calculator MCP?
You can get annualized historical volatility for 20, 30, 60, and 90-day windows, as well as statistical min, max, and average bounds for volatility ranges.
Is the math in the Historical Volatility Calculator MCP accurate for professional use?
Yes, the MCP uses deterministic logarithmic returns and standard annualization methods to ensure the results are mathematically sound for financial analysis.
How do I visualize volatility ranges with the Historical Volatility Calculator MCP?
You can ask your agent to generate a volatility cone, which provides the statistical minimum, maximum, and average volatility bounds for your chosen timeframe.
One connection away
Give your agent a direct line to Historical Volatility Calculator.
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