Correlation Matrix Calculator Connector for AI agents.
3 live capabilities
Calculate asset correlation and covariance for financial time series
Waiting for input…
Why people use Correlation Matrix Calculator
Stop manual math with Correlation Matrix Calculator for asset analysis
With this MCP, that cycle disappears. You hand the data to your agent, and it performs the heavy statistical lifting immediately. You get clean, actionable matrices and coefficients without ever touching a spreadsheet formula.
What Vinkius changes
You stop writing math formulas and start asking questions about asset relationships.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Diversification Check
A portfolio manager asks their agent to check if their new tech stocks are too highly correlated with their existing holdings using calculate_correlation_matrix.
- Real-world use case 02
Beta Verification
A trader needs to know how a specific ETF will react to a market dip and uses get_asset_sensitivity to get the exact beta.
- Real-world use case 03
Regime Shift Detection
A quant uses analyze_correlation_dynamics to see if the historical correlation between gold and equities is breaking down during a crisis.
Complete set · 3capabilities
The complete Correlation Matrix Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with Correlation Matrix Calculator.
01—03
3 capabilities in this set.
Part of 3 available through Correlation Matrix Calculator.
- 01 Capability
Get asset sensitivity
Isolate risk-adjusted relationships like beta against a benchmark. It helps you see exactly how an asset reacts to market movements.
- 02 Capability
Analyze correlation dynamics
Observe how asset relationships evolve over time. This capability uses rolling windows to show if correlations are stable or drifting.
- 03 Capability
Calculate correlation matrix
Generate NxN correlation and covariance matrices for multiple assets. It's the fastest way to map out an entire portfolio's movement.
Set up in minutes
One URL. Then ask Correlation Matrix Calculator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Correlation Matrix 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_NAk2D8BYoIO25xjUkMSrSwHwX82pYoIrGHBwtpaw/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 Correlation Matrix Calculator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Correlation Matrix Calculator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_NAk2D8BYoIO25xjUkMSrSwHwX82pYoIrGHBwtpaw/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 Correlation Matrix Calculator URL.
- Step 03
Save and start
Save the connection and enable Correlation Matrix Calculator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"correlation-matrix-calculator": {
"url": "https://edge.vinkius.com/vk_preview_NAk2D8BYoIO25xjUkMSrSwHwX82pYoIrGHBwtpaw/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 Correlation Matrix Calculator
Open Agent mode in chat and ask: "Using Correlation Matrix Calculator, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"correlation-matrix-calculator": {
"url": "https://edge.vinkius.com/vk_preview_NAk2D8BYoIO25xjUkMSrSwHwX82pYoIrGHBwtpaw/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 Correlation Matrix Calculator
Ask Copilot: "Using Correlation Matrix Calculator, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"correlation-matrix-calculator": {
"url": "https://edge.vinkius.com/vk_preview_NAk2D8BYoIO25xjUkMSrSwHwX82pYoIrGHBwtpaw/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 Correlation Matrix Calculator
Open Cascade and ask: "Using Correlation Matrix Calculator, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"correlation-matrix-calculator": {
"url": "https://edge.vinkius.com/vk_preview_NAk2D8BYoIO25xjUkMSrSwHwX82pYoIrGHBwtpaw/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 Correlation Matrix Calculator
Ask Cline: "Using Correlation Matrix Calculator, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add correlation-matrix-calculator --transport http "https://edge.vinkius.com/vk_preview_NAk2D8BYoIO25xjUkMSrSwHwX82pYoIrGHBwtpaw/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 Correlation Matrix Calculator
Ask Claude: "Using Correlation Matrix Calculator, show me...". 3 tools are ready
Where the request belongs
Work Correlation Matrix Calculator can move forward.
This is built for quantitative researchers and portfolio managers who need to run rapid statistical checks without leaving their chat interface.
Quantitative Analyst
Runs quick correlation checks and beta calculations to validate trading models.
Portfolio Manager
Checks for unintended concentration risk by analyzing asset covariance.
Risk Manager
Monitors how the stability of asset correlations changes during market volatility.
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Bring your own AI
Change the model, client or framework. Keep Correlation Matrix Calculator connected.
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ChatGPT -
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Before you connect
Questions about Correlation Matrix Calculator.
The practical details behind the request, access and result.
How can I use the Correlation Matrix Calculator to check my portfolio?
You can provide your asset return data to your agent and ask it to generate a correlation matrix. This will show you exactly which assets are moving together and where you might be over-exposed.
Can the Correlation Matrix Calculator track changing market trends?
Yes. You can use the rolling correlation features to see how the relationships between different assets have shifted over specific time periods, helping you spot new market regimes.
Will this MCP help me calculate beta for my stocks?
Absolutely. You can ask your agent to find the beta of a specific asset relative to a benchmark, giving you a clear view of its systematic risk.
Is the Correlation Matrix Calculator accurate for high-frequency data?
The capability performs deterministic statistical calculations on the time series you provide, making it highly accurate for the specific return periods you define.
How do I find assets that move in opposite directions?
Just ask your agent to run a correlation matrix on your list of assets. It will identify negative correlations, which are perfect for finding assets that can hedge your existing positions.
How do I calculate the relationship between multiple assets?
You can use the calculate_correlation_matrix capability by providing the price series for each asset and the desired return period.
Can I check how correlation changes over time?
Yes, use analyze_correlation_dynamics with a specified rolling window to see how asset relationships evolve and to get stability scores.
How is the beta coefficient calculated?
The beta coefficient is calculated via get_asset_sensitivity or calculate_correlation_matrix by dividing the covariance of asset returns and benchmark returns by the variance of the benchmark returns.
One connection away
Give your agent a direct line to Correlation Matrix Calculator.
Connect Correlation Matrix Calculator once. Keep it beside 6,100+ managed Connectors when the next task needs more.
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