# SOFA Score Calculator MCP for AI Agents AI Agent Connect

> SOFA Score Calculator MCP. This tool quantifies organ dysfunction in patients by converting raw physiological measurements into standardized scores. Use it to calculate total SOFA scores, identify Sepsis-3 criteria, and estimate mortality risk tiers for patients in critical care.

## Overview
- **Category:** healthcare
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Kgi8LXdHJRZ8NohxZZ8km25LaRsYX5PmBVZQoYM6/ai-agent-connect
- **Tags:** sofa, sepsis, mortality-risk, intensive-care, clinical-scoring

## Description

The SOFA Score Calculator MCP handles the heavy lifting of quantifying organ dysfunction for patients in critical care. Instead of manually crunching numbers from lab results and bedside monitors, you can feed raw measurements like creatinine levels, platelets, and PaO2 directly to your agent. It automatically handles the math for respiratory, coagulation, hepatic, cardiovascular, neurological, and renal systems to produce standardized scores. This tool even tracks shifts from baseline to help you catch Sepsis-3 criteria faster. Because Vinkius hosts this along with thousands of other specialized tools, you can plug it into your workflow without managing a messy list of separate connections. It turns complex clinical data into actionable severity levels, helping you see the bigger picture of a patient's status in seconds.

## Tools

### calculate_total_sofa
Aggregates individual organ scores into a single SOFA score and severity level. It helps you quickly see the total clinical impact.

### compute_organ_scores
Converts clinical values into standardized 0-4 SOFA organ scores. This removes the need for manual math on lab results.

### estimate_mortality_risk
Provides mortality risk classification based on the total SOFA score. Use it to prioritize high-risk patients.

### evaluate_sepsis_status
Determines if a patient meets Sepsis-3 criteria by detecting score changes. It helps flag acute clinical shifts.

## Prompt Examples

**Prompt:** 
```
Patient has PaO2 of 80, FiO2 of 0.4, platelets 150, bilirubin 1.2, MAP 70, no vasopressors, GCS 15, creatinine 1.0, and urine output 1.5. What are the scores?
```

**Response:** 
```
Based on the measurements provided, here are the calculated organ scores:

| System | Score |
| :--- | :--- |
| **Respiratory** | 1 |
| **Coagulation** | 0 |
| **Hepatic** | 0 |
| **Cardiovascular** | 0 |
| **Neurological** | 0 |
| **Renal** | 0 |
```

**Prompt:** 
```
What is the mortality risk for a SOFA score of 15?
```

**Response:** 
```
A total SOFA score of 15 falls into the **High Risk** tier. This indicates a severe level of organ dysfunction with a high estimated mortality probability.
```

**Prompt:** 
```
Baseline SOFA was 4, current is 7. Does this meet sepsis criteria?
```

**Response:** 
```
Yes, the patient meets **Sepsis-3 criteria**. There is an acute increase of 3 points from the baseline score of 4.
```

## Capabilities

### Convert vitals to organ scores
Turn raw clinical values like PaO2 or bilirubin into standardized 0-4 SOFA scores.

### Aggregate total SOFA scores
Combine individual organ scores into a single total score and severity level.

### Classify mortality risk
Get immediate mortality risk tiers based on the calculated total SOFA score.

### Identify Sepsis-3 criteria
Detect acute changes of 2 or more points from baseline to flag Sepsis-3 status.

## Use Cases

### Rapid ER Triage
An ER doctor has a patient with multiple organ failures and needs a quick mortality risk. They ask the agent to calculate the SOFA score from the latest labs.

### ICU Shift Handoff
An ICU nurse wants to see if a patient's sepsis status has changed since the last shift. The agent uses evaluate_sepsis_status to compare the current score to the baseline.

### Clinical Research Analysis
A researcher needs to convert a batch of 100 patient vitals into standardized SOFA scores. The agent processes the data to provide a clean summary of organ dysfunction.

### Severity Level Summary
A clinician wants to quickly summarize a patient's current severity level for a records update. The agent uses calculate_total_sofa to get the final score.

## Benefits

- Get instant organ scores without manual math by using compute_organ_scores for all six systems.
- Identify Sepsis-3 criteria automatically with evaluate_sepsis_status to track baseline changes.
- Categorize patient severity levels immediately with calculate_total_sofa for clearer triage.
- Receive clear mortality risk tiers for better patient prioritization using estimate_mortality_risk.
- Reduce the risk of human calculation errors in high-pressure ICU environments by automating the math.
- Speed up clinical documentation by having your agent generate standardized scores from raw vitals.

## How It Works

The bottom line is you get standardized organ dysfunction data from raw vitals instantly.

1. Input raw physiological measurements like creatinine, platelets, and MAP.
2. The Connector processes these values to generate specific organ scores.
3. You receive a total SOFA score, mortality risk classification, and sepsis status.

## Frequently Asked Questions

**Can the SOFA Score Calculator MCP help with ICU triage?**
Yes, it helps by instantly converting raw vitals into a total SOFA score and mortality risk tier, allowing for faster prioritization of high-risk patients.

**How does the SOFA Score Calculator MCP identify sepsis?**
It automatically checks if a patient's current score has increased by 2 or more points from their baseline, which is a key requirement for Sepsis-3 criteria.

**What kind of data do I need to provide?**
You need to provide raw physiological measurements such as PaO2, FiO2, platelet counts, bilirubin levels, MAP, GCS scores, creatinine, and urine output.

**Does the SOFA Score Calculator MCP handle mortality risk?**
Yes, it provides mortality risk classifications based on the total SOFA score, helping you understand the severity of organ dysfunction.

**Can I use the SOFA Score Calculator MCP for clinical research?**
Absolutely. It's a great way to standardize organ dysfunction metrics across a large dataset of patient vitals for research purposes.

**How accurate are the organ scores?**
The scores are based on the standard SOFA scoring system used in clinical settings. Accuracy depends on the quality of the raw data you provide.

**What is the SOFA score?**
The Sequential Organ Failure Assessment (SOFA) score quantifies the degree of organ dysfunction in critically ill patients across six organ systems.

**How do I identify sepsis using this tool?**
You can use the `evaluate_sepsis_status` tool to compare a patient's current SOFA score against their baseline. A change of 2 points or more indicates Sepsis-3 criteria have been met.

**What inputs are required for organ score calculation?**
The `compute_organ_scores` tool requires physiological parameters including PaO2, FiO2, platelet count, bilirubin level, mean arterial pressure, GCS, creatinine level, and urine output.