• SCORE
  • DATA
  • HUMAN
  • LOG

How to calculate GRACE risk scores with your AI

Connect the GRACE Score Calculator to your AI client to automate complex risk assessments. Once connected, your agent handles the weighted math for you.

Ask AI about this page

Short answer

How can I automate GRACE risk scoring?

Your AI uses the calculate_grace_score tool to process clinical inputs like age, systolic blood pressure, and creatinine levels. It returns a specific risk percentage for Acute Coronary Syndrome. You get the exact score without manual calculation.

Risk assessment outcomes

Calculated risk results

The AI processes clinical data into these specific results.

SCORE

Calculated risk score

The tool runs the weighted math for the GRACE model. You get a numerical score representing the risk of death or major cardiac events.

DATA

Parameter validation

The AI checks that all required clinical inputs are present. It flags if a necessary value like heart rate or troponin is missing.

HUMAN

Clinical decision

The AI provides the math, but you make the final call. You decide how the score influences the patient's treatment plan.

LOG

Input summary

The agent summarizes the specific parameters used for the calculation. This gives you a clear audit trail of the data points processed.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of the GRACE algorithm.

  1. Data ingestion

    Your agent pulls clinical parameters from your patient notes or structured data. It identifies the specific variables needed for the model.

    calculate_grace_score

  2. Weighted math

    The AI applies the specific GRACE coefficients to the provided values. It performs the complex arithmetic required for ACS assessment.

    calculate_grace_score

  3. Risk output

    The agent generates the final risk percentage. It presents the score clearly in your chat interface.

    calculate_grace_score

  4. Parameter check

    The AI verifies that the inputs match the required clinical profile. It ensures the math is based on valid data points.

    calculate_grace_score

Try it

Copy these to start.

Use these prompts to trigger the calculation immediately.

Starting points

Swap the bracketed clinical data with your actual patient parameters.

GRACE Score Calculator API Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_HYeTtzURqysRc2sZekym5U5t205c2jbn6Omm33VQ/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 — GRACE Score Calculator API capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "grace-score-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HYeTtzURqysRc2sZekym5U5t205c2jbn6Omm33VQ/mcp"
    }
  }
}
Copy into chat04

  • Calculate the GRACE score for a patient: age 65, heart rate 90, systolic BP 130, creatinine 1.2, and troponin 0.5.

  • Run a GRACE risk assessment using the data from this patient chart.

  • What is the GRACE score for a 72 year old male with a systolic BP of 145 and a heart rate of 105?

  • Check the GRACE risk score for these parameters: age 55, systolic BP 120, creatinine 0.9.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect GRACE Score Calculator once, then ask.

One click connects this MCP to your client. Your credentials stay encrypted and the setup is handled on our end.

Connect GRACE Score Calculator to your AI

FAQ

How the calculator behaves

  • 01

    Can the AI change the patient's medical record?

    No. The AI only calculates the score based on the data you provide. It cannot write to or modify your external medical databases.

  • 02

    Does the AI decide the treatment plan?

    No. The AI provides the calculated risk score. You are responsible for interpreting that score and making all clinical decisions.

  • 03

    What happens if I miss a parameter?

    The tool requires specific clinical inputs to function. If a required value is missing, the AI will tell you it cannot complete the calculation.

  • 04

    Can I use this with Claude?

    Yes. You can use this with any MCP-compatible client, including Claude.

  • 05

    Does it support all ACS risk models?

    No. This specific connector is built only for the GRACE risk score calculation.

  • More questions about GRACE Score Calculator? The Connector page answers them. See everything the GRACE Score Calculator Connector can do

Connect GRACE Score Calculator API to Claude, Cursor, ChatGPT & more