SOFA Score Calculator MCP. Turn raw vitals into organ scores and risk tiers
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SOFA Score Calculator helps clinicians quickly assess organ dysfunction and patient risk. It takes raw physiological data—like blood pressure, creatinine levels, and oxygenation—and turns them into standardized scores.
This MCP automates the math for respiratory, coagulation, hepatic, cardiovascular, neurological, and renal systems, allowing you to identify sepsis and mortality risk tiers in seconds rather than manually crunching numbers.
What your AI agents can do
Calculate total sofa
Aggregates individual organ scores into a single SOFA score and severity level.
Compute organ scores
Converts clinical values into standardized 0-4 SOFA organ scores.
Estimate mortality risk
Provides mortality risk classification based on the total SOFA score.
Turn raw clinical measurements like creatinine or PaO2 into standardized 0-4 scores.
Aggregate individual organ scores into a single total score and severity level.
Detect if a patient meets Sepsis-3 criteria based on acute score changes.
Provide mortality risk tiers based on the patient's total SOFA score.
Apply consistent scoring logic across respiratory, renal, hepatic, and other systems.
Ask AI about this MCP
Supported MCP Clients
OAuth 2.0 Compatible Gemini Waiting for input…
SOFA Score Calculator (4 tools)
Quickly turn raw vitals and lab data into standardized organ scores, severity levels, and sepsis risk classifications.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using SOFA Score Calculator on Vinkius019ee1aacalculate total sofa
Aggregates individual organ scores into a single SOFA score and severity level.
019ee1aacompute organ scores
Converts clinical values into standardized 0-4 SOFA organ scores.
019ee1aaestimate mortality risk
Provides mortality risk classification based on the total SOFA score.
019ee1aaevaluate sepsis status
Determines if a patient meets Sepsis-3 criteria.
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This server provides 4 capabilities that interface natively with Claude, ChatGPT, Cursor, and any MCP client. No middleware. No custom integration required.
Manual scoring is a bottleneck.
Right now, calculating a SOFA score feels like a chore. You have to hunt through the EHR for creatinine levels, check the last MAP reading, find the platelet count, and then find the right formula in a handbook. You're clicking through five different tabs just to figure out if a patient's renal function is failing.
This MCP cuts that down to a single request. You tell your agent the vitals, and it handles the rest. You get the organ scores, the total severity, and the sepsis status in one go. It turns a five-minute data hunt into a three-second answer.
SOFA Score Calculator automates your risk assessment.
You no longer have to manually check for Sepsis-3 criteria by subtracting baseline scores from current ones. You don't have to double-check the math on your hepatic or cardiovascular scores.
This MCP handles the heavy lifting of the arithmetic. You get a standardized, accurate risk profile for every patient, every time.
What you can do with this MCP connector
The SOFA Score Calculator is a clinical decision support tool designed to quantify organ dysfunction in patients. Right now, figuring out a patient's risk in an ICU involves hunting down a dozen different labs and vitals, then doing the mental math to see how each organ is holding up. It's slow, and it's easy to make a mistake when you're tired.
This MCP changes that by letting your AI client handle the heavy lifting of clinical scoring. You just feed in the raw numbers, and the agent does the work of categorizing the dysfunction and calculating the final severity. It's built for high-pressure environments where you need to know the sepsis status or the mortality risk right now, not ten minutes from now.
Instead of jumping between tabs to find the right formulas, you get a clear picture of the patient's status immediately. Because Vinkius hosts this in a centralized catalog, you can plug it into your existing workflow and get these clinical insights without having to build a custom calculator from scratch.
It keeps the focus where it belongs: on the patient, not on the arithmetic.
019ee1aa-fcb8-7022-aa91-f368c53bb1c6 
How SOFA Score Calculator MCP Works
- 1 Provide raw vitals and lab values to your AI client.
- 2 The MCP processes the data through specific organ scoring logic.
- 3 You get back a total score, severity level, and risk classification.
The bottom line is that you get instant, standardized risk assessment from raw clinical data.
Who Is SOFA Score Calculator MCP For?
ICU nurses, critical care physicians, and clinical researchers who need to turn messy lab data into actionable risk scores without doing manual math.
Uses this on a Tuesday afternoon to quickly check if a patient's renal score has shifted enough to alert the attending physician.
Uses this to objectively justify triage decisions and mortality risk tiers during rapid rounds.
Uses this to standardize organ dysfunction scoring across a large patient cohort for a clinical study.
What Changes When You Connect
- Stop manual math errors. Using
compute_organ_scoresensures that every respiratory, renal, and hepatic value is mapped to the correct 0-4 scale every single time. - Speed up triage. You can get a severity level instantly with
calculate_total_sofainstead of manually summing up six different categories. - Identify sepsis faster.
evaluate_sepsis_statusautomates the detection of acute score changes, helping you catch Sepsis-3 criteria earlier. - Quantify risk objectively.
estimate_mortality_riskgives you a clear mortality tier, which helps in making hard decisions about resource allocation. - Standardize your data. This MCP ensures that every clinician in your unit is using the exact same scoring logic for organ dysfunction.
Real-World Use Cases
Quickly checking renal shift
A nurse notices a patient's creatinine is rising. They ask the agent to check the renal score and total SOFA. The agent uses compute_organ_scores and calculate_total_sofa to show a jump in severity.
Confirming Sepsis-3 criteria
A doctor needs to know if a patient is septic. They provide the baseline and current scores, and the agent uses evaluate_sepsis_status to confirm if they meet Sepsis-3 criteria.
Standardizing research data
A researcher is looking at 50 patients. They ask the agent to calculate mortality risk for all of them. The agent runs estimate_mortality_risk on the total scores to create a risk map.
Rapid triage ranking
A triage team is overwhelmed. They feed in a batch of vitals, and the agent uses compute_organ_scores to quickly rank which patients need immediate intervention.
The Tradeoffs
Guessing scores without data
Asking the agent 'The patient looks pretty sick, what's the score?'
→
Provide the actual PaO2, FiO2, and creatinine levels so the agent can use compute_organ_scores.
Forgetting the baseline
Asking 'Is this patient septic?' without providing previous scores.
→
Give the agent the baseline SOFA score and the current vitals so it can use evaluate_sepsis_status to check for a 2-point change.
Manual summing
Adding up scores in a notepad and getting the severity level wrong.
→
Let calculate_total_sofa handle the aggregation to ensure the severity level is accurate.
When It Fits, When It Doesn't
Use this if you need to turn raw lab data (like bilirubin, platelets, or MAP) into standardized clinical scores quickly. It's perfect for ICU environments where rapid risk stratification is the priority. It's the right choice if you want to automate the Sepsis-3 criteria check or need a mortality risk tier based on established SOFA logic. Don't use this if you need to perform a full physical exam or if you're looking for a tool that replaces clinical judgment. It only works with the numbers you give it. If your data is missing or low-quality, the scores won't be useful. If you need to manage a full EHR system, you'll need a different type of connector.
Common Questions About SOFA Score Calculator MCP
What does the SOFA Score Calculator do? +
It converts raw clinical measurements into standardized scores for organ dysfunction and mortality risk.
How does the SOFA Score Calculator identify sepsis? +
It uses evaluate_sepsis_status to see if there's an acute change of 2 or more points from a patient's baseline score.
Can the SOFA Score Calculator give me a mortality risk? +
Yes, it uses estimate_mortality_risk to provide risk tiers based on the total score.
Does the SOFA Score Calculator handle renal scores? +
Yes, it uses compute_organ_scores to turn creatinine and urine output into a standardized score.
Is the SOFA Score Calculator used for ICU patients? +
Yes, it's specifically designed to quantify organ dysfunction in critical care settings.
What clinical values does the SOFA Score Calculator use for organ scores? +
It uses measurements like PaO2, FiO2, platelets, bilirubin, MAP, and creatinine. The compute_organ_scores tool processes these to calculate scores for the respiratory, coagulation, hepatic, cardiovascular, neurological, and renal systems.
Can I use the SOFA Score Calculator with Cursor or Claude? +
Yes, it works with any MCP-compatible client. You can connect it to Claude, Cursor, Windsurf, or VS Code through Vinkius to use the calculation tools directly in your workspace.
Does the SOFA Score Calculator save the patient data I enter? +
No, it doesn't store your data. The MCP processes the clinical values you provide in real time to generate scores and risk assessments without saving any history or logging your inputs.
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
