• TOTAL
  • CLASS
  • DATA
  • HUMAN

How to calculate NIHSS scores with your AI

Connect your AI client to the NIHSS Calculator. Once connected, your agent processes clinical observations into structured scores.

Ask AI about this page

Short answer

How can I use AI to get an NIHSS score?

You provide raw neurological findings to your AI client, and it uses the NIHSS Calculator to sum the points and assign a severity level. You'll get a total score and a clinical classification immediately.

The results you get.

Where your data lands.

The AI converts your clinical notes into these specific outputs.

TOTAL

Final NIHSS score

The AI sums individual item scores to provide a single total. You get a precise number based on your input.

CLASS

Severity classification

The AI maps the total score to standard clinical categories. This identifies if the stroke is mild, moderate, or severe.

DATA

Structured findings

The AI organizes your notes into specific NIHSS categories. It turns freeform text into a structured assessment.

HUMAN

Clinical verification

The AI performs the math, but you must review the final score. You remain responsible for the clinical accuracy.

The workflow

What your AI does when observations arrive.

The AI handles the scoring and categorization logic.

  1. Parse observations

    Your agent reads through your clinical notes to identify specific neurological deficits.

    calculate_nihss

  2. Assign item scores

    The AI assigns a point value to each identified symptom based on the NIHSS scale.

    calculate_nihss

  3. Sum the total

    The AI adds all individual item scores to reach the final NIHSS total.

    calculate_nihss

  4. Classify severity

    The AI compares the total to standard ranges to determine the stroke severity.

    calculate_nihss

Try it

Copy these to start.

Use these prompts to begin the scoring process.

Starting points

Swap the bracketed text with your actual patient observations or clinical notes.

NIHSS Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Qlx6Nbkpb5prVxEfWhnv2K8GH92VKGEdjB9ARCjq/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 — NIHSS Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "nihss-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Qlx6Nbkpb5prVxEfWhnv2K8GH92VKGEdjB9ARCjq/mcp"
    }
  }
}
Copy into chat04

  • Calculate the NIHSS score for these observations: [paste notes here]

  • Based on these findings, what is the NIHSS severity classification? [paste notes here]

  • Summarize the NIHSS score and severity for this patient: [paste notes here]

  • Run the NIHSS Calculator on this clinical data: [paste notes here]

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

Start here

Connect NIHSS Calculator once, then ask.

Connect the MCP to your AI client with one click. Your credentials stay encrypted, and you can start scoring immediately.

Connect NIHSS Calculator to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my clinical notes?

    No. The AI only reads your notes to perform the calculation; it does not edit your original documentation.

  • 02

    Does the AI make the final clinical decision?

    No. The AI provides the score and classification, but you must verify the results and make all clinical decisions.

  • 03

    Can I use this with Claude?

    Yes, you can use this with any MCP-compatible client like Claude or Cursor once you connect it.

  • 04

    What if my notes are messy?

    The AI is designed to parse raw neurological observations, so it can handle unstructured text.

  • 05

    Does it provide the breakdown of each item score?

    Yes, the AI can show you how it arrived at the total by listing the points for each NIHSS category.

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

Connect NIHSS Calculator to Claude, Cursor, ChatGPT & more