# Blood Pressure Classifier MCP for AI Agents MCP > The Blood Pressure Classifier MCP analyzes cardiovascular data by classifying readings according to AHA/WHO standards. It detects dangerous spikes in blood pressure, tracks historical patterns for rising or falling trends, and issues specific health alerts, helping users monitor and understand their hypertension risk. ## Overview - **Category:** health - **Price:** Free - **Tags:** blood-pressure, hypertension, health-tracking, cardiovascular, medical-analysis ## Description Managing blood pressure is about more than just recording numbers; it’s about interpreting what those numbers mean over time. This MCP gives your AI client the tools to do exactly that. You can feed raw measurements into the system and get an instant classification, telling you if a single reading falls within normal range or signals Stage 2 hypertension. But the real value is in the trend analysis. Instead of just seeing static data points, the system analyzes historical records—the last six months of readings, for example—and identifies patterns: are your numbers steadily creeping up? Are they dropping too fast? The MCP also evaluates overall health alerts, flagging immediate risks like potential hypertensive crises. You can connect this powerful capability through Vinkius to bring professional-grade cardiovascular analysis directly into your workflow, letting your agent handle the heavy lifting of medical interpretation. ## Tools ### evaluate_health_alert Checks current and historical blood pressure data against known criteria to identify potential immediate health risks or crises. ### classify_single_reading Assigns a specific risk stage (e.g., normal, elevated, Stage 2) to one isolated blood pressure measurement. ### calculate_trend_analysis Analyzes sequences of recorded readings over time to determine if the user's blood pressure is generally increasing or decreasing. ## Prompt Examples **Prompt:** ``` What does 160/100 mmHg mean for my heart health? ``` **Response:** ``` **Blood Pressure Classification Report** * **Reading:** 160/100 mmHg * **Classification:** Stage 2 Hypertension (Severe) * **Action Recommended:** This reading exceeds guidelines for routine management. Please contact your primary care physician immediately. Remember, high blood pressure is a serious risk factor that requires professional oversight. ``` **Prompt:** ``` Analyze these readings: [120/80], [125/82], [130/85]. What's the trend? ``` **Response:** ``` **Trend Analysis Results** The pattern detected across these three measurements is **Rising**. * Systolic pressure increased by an average of 5 mmHg per reading. * Diastolic pressure increased by an average of 3 mmHg per reading. This sustained upward movement suggests a need for lifestyle adjustments and follow-up testing. ``` **Prompt:** ``` Check if a 190/115 is an emergency. ``` **Response:** ``` **🚨 HEALTH ALERT: Potential Crisis Detected** * **Reading:** 190/115 mmHg * **Assessment:** This reading meets the criteria for a Hypertensive Crisis. * **Urgency Level:** HIGH. Seek medical attention immediately and do not wait for your next scheduled appointment. ``` ## Capabilities ### Classify a single reading Determine if an immediate blood pressure measurement falls into a specific risk category based on established guidelines. ### Analyze historical patterns Review multiple measurements over time to identify measurable trends, such as gradual increases or decreases in blood pressure. ### Identify critical health alerts Evaluate current and past data points against known medical thresholds to flag potential emergencies or dangerous spikes. ## Use Cases ### Determining if a single reading is safe A patient enters an unusual reading (145/92 mmHg) and asks their agent what it means. The agent uses `classify_single_reading` and immediately reports that the measurement is classified as Stage 2 Hypertension, advising them to consult a doctor. ### Spotting an escalating health risk A physician uploads six months of patient data. The agent uses `calculate_trend_analysis` and discovers a steady 'Rising' pattern in the diastolic readings, alerting the care team to intervene before a crisis occurs. ### Checking for immediate emergencies A nurse receives an alert about a patient reading of 180/120 mmHg. The agent runs `evaluate_health_alert` and immediately flags it as a 'Hypertensive Crisis,' ensuring the care team knows to seek emergency help. ## Benefits - Instead of just seeing numbers, you get a classification. The `classify_single_reading` tool instantly tells you if the pressure is normal, elevated, or hypertensive, making interpretation fast. - Pinpoint risk patterns with `calculate_trend_analysis`. This function moves beyond single readings to show if your blood pressure is consistently rising or falling over weeks of data. - Avoid missing emergencies. The `evaluate_health_alert` tool acts as a safety net, instantly flagging readings that suggest a hypertensive crisis and demanding immediate attention. - Reduce manual review time for clinical staff. Your agent handles the tedious comparison against AHA/WHO standards across dozens of patient records. - Gain confidence in your data. By basing analysis on recognized medical guidelines, you ensure every insight is clinically sound. ## How It Works The bottom line is that you get actionable, clinically relevant insights instead of just raw data points. 1. Provide your agent with the specific blood pressure measurements, including the date and time for accuracy. 2. The MCP processes these readings by running them through established AHA/WHO guidelines to assess both current status and historical context. 3. Your AI client receives a clear report detailing classifications, trend patterns (e.g., 'Rising'), and any immediate health alerts. ## Frequently Asked Questions **How accurately does the Blood Pressure Classifier handle different blood pressure readings?** The MCP uses established American Heart Association (AHA) and WHO guidelines, providing a high degree of accuracy for classifying single measurements. It tells you if a reading is normal, elevated, or in a severe range. **Can the Blood Pressure Classifier detect if my blood pressure is getting worse over time?** Yes, that's exactly what it does. By using trend analysis on historical data, the MCP can identify subtle but serious patterns, like a slow and steady rise in your numbers, which signals a need for preventive care. **What happens if I input readings that are too old or sparse?** The system will process what data you provide. However, the accuracy of trend analysis relies on consistent readings over time; providing more complete data gives the agent a clearer picture of your true health pattern. **Is this MCP useful for diagnosing hypertension?** No, this tool does not diagnose conditions. It analyzes and classifies measurements against established guidelines to alert you to potential risks (like Stage 2 Hypertension) that require a professional medical evaluation. **Does the Blood Pressure Classifier handle emergencies or spikes?** Yes, it includes specific tools designed to evaluate health alerts. If your reading hits dangerous thresholds, the MCP will flag it instantly and tell you that immediate medical attention is required.