# Resilience Score Assessment MCP for AI Agents AI Agent Connect > Resilience Score Assessment MCP. Turn raw survey data into actionable psychological insights using the Connor-Davidson Resilience Scale (CD-RISC). It calculates total scores, classifies resilience levels, and pinpoints specific vulnerabilities in areas like adaptability and perseverance. ## Overview - **Category:** analytics - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_XD2eSf7XGl9qRY5fdghirQJuVMAsZoiHocyaEKGI/ai-agent-connect - **Tags:** resilience, psychological-assessment, cd-risc, mental-health, data-analysis ## Description Imagine you're looking at a spreadsheet of survey results from a corporate wellness program or a clinical study. It is a wall of numbers that is hard to interpret quickly. You need to know who is struggling and where the specific cracks are, but doing the math for every single respondent is a slog. This Connector changes that by giving your AI agent the ability to act as a specialist in psychological resilience. Instead of you manually crunching numbers, you can feed the responses directly to your agent. It handles the heavy lifting of the Connor-Davidson Resilience Scale, turning those raw inputs into a clear picture of an individual's mental fortitude. You get to see whether someone falls into the low, moderate, or high category without doing a lick of math. More importantly, it digs into the why by highlighting specific dimensions like control or perseverance. It is about moving from here is a score to here is where this person needs support. When you find this in the Vinkius catalog, you are basically giving your AI a specialized toolkit for mental health analytics. It lets you move faster from data collection to actual intervention, making it way easier to support people who need it most. ## Tools ### analyze_dimension_vulnerability Identifies which specific resilience dimensions like control or adaptability are falling below average. This helps target specific areas for support. ### calculate_resilience_score Computes the total resilience score and assigns a classification level like High or Low. It simplifies the scoring process for survey responses. ### get_dimension_breakdown Provides the raw score breakdown for each specific dimension of the resilience assessment. You can use this to see the nuances of each category. ## Prompt Examples **Prompt:** ``` Check these survey responses: q1: 2, q2: 3, q3: 1, q4: 4, q5: 2, q6: 3. What's the resilience level? ``` **Response:** ``` Based on the survey responses, the total resilience score is 15. This falls into the **Low** category. It suggests that the individual may be currently struggling to bounce back from recent stressors. You might want to focus on building support in their core resilience areas. ``` **Prompt:** ``` Look at these scores: q1: 5, q2: 5, q3: 5, q4: 1, q5: 2, q6: 2. Which dimension is the problem? ``` **Response:** ``` The primary vulnerability identified is **Control**. While the individual scores highly in other areas, their scores in the control dimension are significantly below average, indicating a struggle with self-regulation or agency. ``` **Prompt:** ``` Give me a full breakdown for these answers: q1: 4, q2: 4, q3: 3, q4: 4, q5: 3, q6: 4. ``` **Response:** ``` Here is the dimension breakdown for those responses: * **Control**: 8 * **Adaptability**: 7 * **Perseverance**: 12 The individual shows a strong capacity for perseverance but may need more support in adapting to new situations. ``` ## Capabilities ### Calculate total resilience scores Turn raw survey answers into a final numerical score and a classification level. ### Identify specific dimension vulnerabilities Pinpoint exactly where someone struggles, such as in perseverance or adaptability. ### Break down scores by dimension Get a granular look at the raw scores for each psychological category. ### Classify resilience levels Automatically assign a High, Moderate, or Low status to a survey response. ### Analyze mental health trends Process survey data to find patterns in psychological resilience across a group. ## Use Cases ### Corporate Wellness Audit An HR manager asks the agent to scan 50 employee surveys to find teams with low adaptability scores using analyze_dimension_vulnerability. ### Clinical Study Analysis A researcher feeds a batch of responses to the agent to categorize participants into high and low resilience groups using calculate_resilience_score. ### Personalized Coaching A wellness consultant uses the Connector to show a client how their perseverance scores compare to their control scores via get_dimension_breakdown. ### Rapid Triage A mental health professional asks the agent to quickly identify individuals with high vulnerability in the control dimension. ## Benefits - Stop manual math: Use calculate_resilience_score to instantly turn survey answers into a final score and a clear classification level. - Pinpoint specific needs: Use analyze_dimension_vulnerability to see exactly where someone struggles, like in perseverance or adaptability. - Get granular data: Pull a complete raw breakdown with get_dimension_breakdown to see the nuances of each psychological dimension. - Scale your assessments: Process hundreds of responses quickly without needing a human to interpret every individual line item. - Improve intervention accuracy: Move beyond generic scores to specific data that helps you tailor support for different people. ## How It Works The bottom line is that you turn messy survey data into a structured psychological profile in seconds. 1. Provide the AI agent with raw survey response data from a resilience assessment. 2. The agent calls the Connector to process the inputs against the CD-RISC framework. 3. You receive a formatted breakdown of scores, levels, and specific areas for improvement. ## Frequently Asked Questions **What is the Resilience Score Assessment MCP?** It is a tool that helps your AI agent analyze survey data to calculate psychological resilience scores based on the CD-RISC framework. **How does it handle my survey data?** You provide the raw responses to your agent, and the Connector processes them to give you a total score and a classification level. **Can it identify specific areas of struggle?** Yes, it specifically highlights which dimensions like adaptability or perseverance are below average for an individual. **Is this for clinical use?** It is designed for data analysis and scoring. It helps professionals quantify resilience but does not provide medical advice or therapy. **How do I get a breakdown of scores?** The Connector can provide a raw breakdown of scores for every dimension, showing you exactly how the final result was calculated. **Can it handle multiple responses at once?** Yes, your agent can process multiple survey responses in a row to help you analyze data for a whole group or organization. **What dimensions are measured in the assessment?** The assessment measures three key psychological dimensions: Control, Adaptability, and Perseverance. **How is the resilience level determined?** The level is determined by calculating the total score from all responses and comparing it against predefined thresholds for Low, Moderate, or High resilience. **What does it mean if a dimension is 'vulnerable'?** A dimension is flagged as vulnerable if its average score is lower than the overall assessment average, indicating a specific area for improvement.