# Blood Pressure Classifier MCP for AI Agents AI Agent Connect > Blood Pressure Classifier MCP helps your AI agent interpret cardiovascular data. It classifies readings based on AHA and WHO standards, identifies hypertensive crises, and tracks trends over time. It's built for anyone needing automated, accurate health monitoring without manual lookup tables. ## Overview - **Category:** health - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_FnYu3Y3jJF9LyBrBhuDxPVaMJUUkZRh2MzkpS6mB/ai-agent-connect - **Tags:** blood-pressure, hypertension, health-tracking, cardiovascular, medical-analysis ## Description This Connector helps you manage cardiovascular health data without the manual headache of looking up medical charts. If you're tracking blood pressure for a patient or for yourself, you know how tedious it is to constantly check if a number like 145/92 is a "Stage 2" situation or just a bit high for the day. This tool gives your AI client the ability to instantly categorize any single measurement against official American Heart Association and WHO guidelines. Instead of just seeing a number, you get a clear classification. It also looks at the bigger picture by scanning historical data to see if your pressure is steadily climbing or dipping. If something hits a dangerous level, it flags the alert immediately so you know when to act. It turns a messy pile of numbers into a structured health profile. By adding this to your Vinkius setup, you're giving your agent a reliable medical reference point that doesn't guess. It's about moving from "What does this mean?" to "Here is the status." You can feed it a single reading to get a status update or dump an entire month of logs to see how a new medication is performing. This makes it an essential tool for anyone who needs to turn raw cardiovascular data into actionable health insights. ## Tools ### evaluate_health_alert Identifies if a reading constitutes a medical emergency or a dangerous spike. This helps you prioritize which readings need immediate attention. ### classify_single_reading Assigns a specific category like Stage 1 or Stage 2 Hypertension to a single measurement. This provides a standardized way to label every reading. ### calculate_trend_analysis Processes a list of past readings to describe the overall direction of cardiovascular health. It helps you see if a patient's health is improving over time. ## Prompt Examples **Prompt:** ``` Classify a blood pressure reading of 145/92 mmHg. ``` **Response:** ``` A reading of 145/92 mmHg is classified as **Stage 2 Hypertension** according to AHA guidelines. ``` **Prompt:** ``` Analyze these readings for trends: [{"systolic": 120, "diastolic": 80}, {"systolic": 125, "diastolic": 82}, {"systolic": 130, "diastolic": 85]. ``` **Response:** ``` The trend analysis shows a **Rising** pattern in your blood pressure readings. * **Current Trend:** Rising * **Change:** +10 mmHg systolic over 3 readings * **Status:** Your blood pressure is steadily increasing. ``` **Prompt:** ``` Check if a systolic reading of 180/120 is an emergency. ``` **Response:** ``` **ALERT:** A reading of 180/120 mmHg indicates a **Hypertensive Crisis**. Please seek medical attention immediately. ``` ## Capabilities ### Classify individual readings Assigns a specific category like Stage 1 or Stage 2 Hypertension to a single measurement. ### Identify hypertensive crises Flags readings that meet the criteria for a medical emergency or dangerous spike. ### Spot rising or falling patterns Analyzes a history of readings to describe the overall direction of cardiovascular health. ### Flag dangerous blood pressure spikes Automatically detects and alerts you to dangerous spikes in blood pressure data. ### Convert raw numbers to health categories Turns raw systolic and diastolic numbers into standardized medical categories. ## Use Cases ### Flagging dangerous spikes in patient logs A health coach has a patient's weekly log. They ask the agent to find any dangerous spikes. The agent uses `evaluate_health_alert` to flag three readings as hypertensive crises. ### Verifying medication effectiveness A caregiver wants to know if a new medication is working. They provide 30 days of data, and the agent uses `calculate_trend_analysis` to confirm a steady downward trend. ### Instant classification of a single reading A patient enters a single reading of 150/95. The agent uses `classify_single_reading` to tell them it's Stage 2 Hypertension and suggests they consult a doctor. ### Batch categorizing research data A researcher has a CSV of 1,000 readings. They ask the agent to categorize them all. The agent loops through the data to provide a summary of hypertension stages. ## Benefits - Stop manual lookups: Your AI client automatically applies AHA and WHO standards using `classify_single_reading` so you don't have to check charts. - Catch emergencies early: Use `evaluate_health_alert` to get immediate flags on hypertensive crises that require urgent action. - See the big picture: `calculate_trend_analysis` turns a list of numbers into a clear narrative about whether a patient's health is improving. - Standardize your data: Every reading gets a consistent category, making it easier to organize health records or research notes. - Reduce human error: Let the Connector handle the math and the guidelines to ensure every classification is consistent and accurate. ## How It Works The bottom line is your agent becomes an expert at interpreting cardiovascular data instantly. 1. Connect your AI client to the Connector via Vinkius. 2. Provide your agent with raw blood pressure numbers or a history of measurements. 3. Receive clear classifications, trend reports, and urgent health alerts. ## Frequently Asked Questions **What does the Blood Pressure Classifier MCP do?** It categorizes blood pressure readings into official health stages and identifies dangerous spikes or trends in your data. **Can the Blood Pressure Classifier MCP help me find hypertensive crises?** Yes, it scans your readings and flags any that meet the criteria for a hypertensive crisis or dangerous spike. **Does the Blood Pressure Classifier MCP use official guidelines?** It uses the American Heart Association (AHA) and WHO standards to ensure your classifications are accurate. **Can I use the Blood Pressure Classifier MCP to see if my medication is working?** You can provide a history of readings, and the Connector will analyze them to show if your blood pressure is trending up or down. **How does the Blood Pressure Classifier MCP handle single readings?** You can give it one set of numbers, and it will tell you exactly what category that reading falls into. **Is the Blood Pressure Classifier MCP good for health coaches?** It's great for coaches who need to quickly categorize patient data and identify who needs immediate medical attention. **What medical standards does this tool use?** The server uses the American Heart Association (AHA) and World Health Organization (WHO) guidelines for classifying blood pressure readings. **How can I analyze my blood pressure history?** You can use the `calculate_trend_analysis` tool by providing a JSON array of your previous systolic and diastolic readings to identify patterns like rising or falling pressure. **Does this tool provide emergency alerts?** Yes, the `evaluate_health_alert` tool can identify if a current reading indicates a hypertensive crisis or a significant spike compared to your baseline.