An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Linear Regression Calculator to ChatGPT and Claude

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. Run deterministic statistical trend analysis through your AI agent.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

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 Linear Regression Calculator.

  1. 01

    Analyze trend strength

    This capability evaluates how reliable a current trend is by checking the statistical fit of the data.

  2. 02

    Calculate regression channels

    This capability generates the upper and lower boundaries for a regression channel to identify price extremes.

  3. 03

    Calculate regression line

    This capability calculates the core linear regression line along with its slope, intercept, and future projections.

Real work

What teams actually run

01

Trend Validation

Check if a recent price move is a statistically significant trend or just random volatility.

02

Volatility Boundary Setting

Use regression channels to identify when a price has reached an extreme deviation.

03

Price Forecasting

Project the next likely price point using the calculated regression slope.

04

Automated Technical Analysis

Let your agent perform complex regression math without you writing any code.

One connector, every AI

Linear Regression 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 Linear Regression 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

827ms average. Fast in production.

Linear Regression Calculator is checked daily against the live service.

Daily averagePeak 976ms
Oct 3Today
Fastest day
693ms
Slowest day
976ms
14-day trend
Improving-15%

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 Linear Regression Calculator, so you can see the experience inside your AI.

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

Linear Regression Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_gkWWSWiMxEW5sqYBLRUMsKzhgpSFPhqF5Hv4e37A/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 — Linear Regression Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "linear-regression-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_gkWWSWiMxEW5sqYBLRUMsKzhgpSFPhqF5Hv4e37A/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 Linear Regression Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Linear Regression Calculator owners hand off.

Quantitative analysts and traders who want to automate statistical modeling within their AI chat interface.

  • 01

    Quantitative Analysts

    They hand off raw price series to the AI to get instant regression metrics.

  • 02

    Algorithmic Traders

    They use the MCP to validate trend strength before executing logic.

  • 03

    Data Scientists

    They use these capabilities to quickly run OLS regressions on financial datasets.

FAQ

Questions Linear Regression Calculator owners ask.

  • 01

    What kind of regression does this MCP use?

    It uses Ordinary Least Squares (OLS) regression to perform deterministic calculations.

  • 02

    Can I use this with Claude or Cursor?

    Yes, it works with any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    How does it handle volatility?

    It uses standard deviation to generate regression channels that define upper and lower price boundaries.

  • 04

    Does it provide future price predictions?

    Yes, the regression line capability calculates projections based on the current slope and intercept.

  • 05

    How do I know if a trend is reliable?

    The analyze_trend_strength capability evaluates the quality of the trend using statistical fit.

  • 06

    What mathematical method is used for the regression?

    The server uses the Ordinary Least Squares (OLS) method to minimize the sum of the squares of the vertical deviations between the data points and the fitted line.

  • 07

    How can I determine if a trend is statistically significant?

    You can use the analyze_trend_strength capability, which evaluates the R-squared value to categorize the fit quality as High, Moderate, or Low.

  • 08

    Can I predict future price values?

    Yes, the calculate_regression_line capability provides a projection value, which is the mathematical extension of the regression line for the next period.

Explore

More in Finance

Suggestions

Connect Linear Regression Calculator to Claude, Cursor, ChatGPT & more