# WHO-5 Wellbeing Index MCP for AI Agents AI Agent Connect > WHO-5 Wellbeing Index MCP helps you calculate and interpret psychological well-being scores based on the World Health Organization's standard scale. It turns raw survey responses into a normalized 0-100 score, provides a clear wellbeing classification, and flags potential risks. It's built for anyone needing to turn qualitative mental health data into quantifiable metrics quickly. ## Overview - **Category:** health - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_7oW25ZGm2MQkr4y5nfzi1HfhHEESmdMlRVcbnVoH/ai-agent-connect - **Tags:** who-5, wellbeing, mental-health, screening, psychology ## Description This Connector lets you turn raw survey responses into standardized mental health data without having to do the math yourself. If you're working with the WHO-5 scale, you can feed in five numeric responses and get back a clean score out of 100. It doesn't just give you a number; it also tells you what that score actually means for the person's wellbeing and whether it hits any specific risk markers. You can also pull the exact instructions for the scale to make sure your data collection stays consistent. It's a reliable way to keep your screening process standardized. Because Vinkius makes it so easy to connect these types of specialized tools to your favorite AI client, you can move from raw data to a full assessment in seconds. It takes the guesswork out of scoring and lets you focus on what the results actually mean for the person you're helping. ## Tools ### validate_assessment_range Checks if a specific score falls within the required 0-100 range. Use this to verify your data integrity. ### calculate_wellbeing_assessment Takes five responses to calculate a normalized wellbeing score and risk level. This helps you get accurate data quickly. ### fetch_scale_instructions Provides the official 0-5 mapping for the WHO-5 assessment scale. It ensures your data remains consistent. ## Prompt Examples **Prompt:** ``` Score this survey: 2, 3, 1, 2, 2. ``` **Response:** ``` Based on the WHO-5 scale, here is the assessment: - **Score**: 34/100 - **Classification**: Low Wellbeing - **Risk Assessment**: High-risk indicators detected. This score suggests a significant decline in wellbeing. You may want to prioritize a follow-up with this individual. ``` **Prompt:** ``` What does a '3' mean on the WHO-5 scale? ``` **Response:** ``` On the WHO-5 scale, a **3** typically represents a response of **'Sometimes'**. Here is the standard mapping for the full 0-5 scale: - 0: Never - 1: Rarely - 2: Sometimes - 3: Often - 4: Very Often - 5: All the time ``` **Prompt:** ``` Is a score of 110 okay to put in the report? ``` **Response:** ``` No, a score of 110 is outside the standard valid range. The WHO-5 Wellbeing Index is normalized to a scale of **0 to 100**. You should re-calculate the assessment or check the input responses to ensure they fall within the valid bounds. ``` ## Capabilities ### Convert survey responses to scores Turn five numeric responses into a normalized 0-100 wellbeing index. ### Assign wellbeing classifications Get a clear category for a score to understand the user's current state. ### Identify risk markers Automatically flag potential wellbeing risks based on the calculated score. ### Retrieve scale instructions Access the official mapping for the WHO-5 response scale at any time. ### Verify score bounds Check if a score falls within the standard 0-100 valid range. ## Use Cases ### Intake Screening A counselor asks an agent to score a new client's survey. The agent uses calculate_wellbeing_assessment to flag a high-risk score immediately. ### Research Data Entry A researcher wants to know if a survey result is valid. The agent uses validate_assessment_range to confirm the score is within the 0-100 bounds. ### Employee Pulse Checks An HR lead asks the agent to summarize a batch of wellbeing scores. The agent fetches instructions and scores multiple entries to find trends. ### Clinical Documentation A therapist wants to see the scale mapping. The agent uses fetch_scale_instructions to provide the exact 0-5 definitions for a patient's report. ## Benefits - Get standardized scores by using calculate_wellbeing_assessment to turn raw inputs into a 0-100 index. - Ensure data consistency by using fetch_scale_instructions to keep response mapping uniform across all users. - Spot red flags faster with the automated risk assessment provided by the assessment tool. - Avoid manual calculation errors by letting the Connector handle the normalization logic for the WHO-5 scale. - Confirm data integrity by using validate_assessment_range to check every score before adding it to your records. ## How It Works The bottom line is that it turns raw survey inputs into a standardized mental health assessment instantly. 1. Provide the five numeric responses from the assessment to your AI client. 2. The Connector calculates the score and determines the risk level. 3. You receive a normalized score, a wellbeing category, and any relevant flags. ## Frequently Asked Questions **What is the WHO-5 Wellbeing Index MCP?** It's a tool that lets your AI client calculate and interpret mental health wellbeing scores using the World Health Organization's standard 0-100 scale. **Can the WHO-5 Wellbeing Index MCP identify risks?** Yes, it automatically flags risk levels and provides a wellbeing classification based on the score you calculate. **How do I get the scale instructions?** You can ask your AI to fetch the scale instructions, which provides the exact mapping for the 0-5 survey responses. **Is this tool for clinical diagnosis?** No, it's a screening tool to quantify wellbeing. It provides a score and risk assessment, but it does not replace a professional medical diagnosis. **How accurate are the scores?** The Connector uses the official WHO-5 normalization logic to turn five survey responses into a consistent 0-100 score. **Can I use the WHO-5 Wellbeing Index MCP for HR data?** Yes, it's great for analyzing employee pulse checks or anonymous wellbeing surveys to get a clear picture of company morale. **Does it work with any survey?** It is specifically designed for the WHO-5 scale, which requires five specific responses to generate an accurate score. **What is the WHO-5 Well-Being Index?** The WHO-5 is a screening tool used to assess subjective psychological well-being based on how an individual has felt over the last two weeks. **How do I interpret the score?** The score is normalized to a 0-100 scale. A score below 50 is considered a significant indicator of potential low well-being. **What inputs are required for the assessment?** You need to provide five numeric responses, each ranging from 0 (never) to 5 (all the time), corresponding to the five questions in the scale.