# Self-Compassion Scale MCP > The Self-Compassion Scale (SCS) provides an immediate, professional assessment engine for self-compassion scores. Input raw responses to 12 items and instantly receive global and subscale scores covering Kindness, Humanity, and Mindfulness. This MCP delivers detailed profile interpretations, letting your AI client understand exactly where a user stands on the spectrum of self-acceptance. ## Overview - **Category:** health - **Price:** Free - **Tags:** self-compassion, psychometrics, mental-health, scoring, assessment-engine ## Description Need to assess someone's level of self-compassion? This MCP handles the entire Short Form Self-Compassion Scale (SCS-SF) assessment process. You feed it raw responses for 12 specific items, and it does all the heavy lifting. It calculates not only a single overall score but also scores broken down by three key subscales: Kindness, Humanity, and Mindfulness. Plus, you get an interpretation of the profile—a clear description of what those numbers mean in real life. When you connect this MCP through Vinkius, your AI client can run these complex psychometric calculations without needing specialized coding knowledge. It turns raw data points into actionable insights about self-acceptance. ## Tools ### calculate_scs_scores Takes raw item responses and returns the calculated global and subscale scores for the Self-Compassion Scale. ### get_profile_interpretation Generates a written explanation of what the overall self-compassion score means to the user. ### get_scale_config Retrieves technical details about how the Self-Compassion Scale is structured and scored. ## Prompt Examples **Prompt:** ``` Calculate my self-compassion score for these responses: item1: 4, item2: 2, item3: 5, item4: 1, item5: 4, item6: 3, item7: 5, item8: 2, item9: 4, item10: 3, item11: 5, item12: 2. ``` **Response:** ``` Based on your responses, your global self-compassion score is 3.25. Your subscale scores are Kindness: 3.67, Humanity: 3.0, and Mindfulness: 3.08. Your profile is Moderate. ``` **Prompt:** ``` What items in the SCS scale need reverse scoring? ``` **Response:** ``` The items that require reverse scoring are: 2, 5, 6, 8, and 9. ``` **Prompt:** ``` Explain what a 'High' self-compassion profile means. ``` **Response:** ``` A High profile represents a state of strong, consistent self-kindness and environmental awareness. ``` ## Capabilities ### Calculate overall scores The tool processes 12 item responses to determine the global, subscale, and profile self-compassion scores. ### Retrieve scoring logic This function provides the specific configuration details for the SCS scale, clarifying how each score is weighted. ### Interpret assessment results It generates a qualitative description of an individual's self-compassion level based on the calculated scores. ## Use Cases ### Assessing a New Client A counselor needs to quickly understand where a client's self-acceptance struggles lie. They feed their agent the 12 item responses, and the MCP returns scores for Kindness, Humanity, and Mindfulness. The counselor can then use the profile interpretation to guide the first session discussion. ### Researching Scale Reliability A researcher needs to validate data points across hundreds of subjects. They repeatedly call `calculate_scs_scores` using a batch script, ensuring consistency and accurately comparing subscale variations without manual intervention. ### Designing Educational Modules A wellness coach wants to teach self-compassion theory. They use the MCP's `get_scale_config` tool to pull up the exact scoring criteria, ensuring their educational content is based on accurate psychometric standards. ### Quick Pre-Screening A therapist wants a rapid self-assessment for intake. They ask their agent to calculate the scores using `calculate_scs_scores`, and the resulting profile interpretation gives them an immediate, high-level view of potential areas of concern. ## Benefits - Get a full picture of self-compassion. Instead of just one number, this MCP calculates scores across three distinct subscales (Kindness, Humanity, Mindfulness), giving you layered insight into the user's emotional landscape. - Stop guessing what the score means. The `get_profile_interpretation` tool provides clear descriptions, transforming a complex metric into actionable understanding for coaches and clinicians alike. - Process data in bulk. Use `calculate_scs_scores` to efficiently score multiple sets of raw item responses at once, saving hours of manual calculation time on research projects. - Understand the rules instantly. Need to verify scoring logic? The `get_scale_config` tool gives you immediate access to the technical setup, letting you audit how results are derived. - Focus on the patient, not the math. By automating the entire psychometric process, your agent frees up cognitive load for interpreting the data and building rapport. ## How It Works The bottom line is that you get a complete, multi-faceted psychometric report from just raw responses. 1. Provide the raw inputs for all 12 items of the scale to begin. 2. The MCP calculates the global score and the three subscale scores (Kindness, Humanity, Mindfulness). 3. Finally, it retrieves a detailed profile interpretation explaining what those specific numbers mean. ## Frequently Asked Questions **How do I calculate my score using the Self-Compassion Scale (SCS) MCP?** You use the `calculate_scs_scores` tool. You simply provide your 12 item responses, and it handles all the scoring rules to return both global and subscale totals. **What does 'profile interpretation' mean after using the Self-Compassion Scale (SCS) MCP?** The profile interpretation gives you a written summary of your self-compassion level. It turns raw numbers into understandable context, telling you what your scores imply about your current emotional state. **Does the Self-Compassion Scale (SCS) MCP handle reverse scoring?** Yes, it does. The internal logic of `calculate_scs_scores` automatically accounts for items that require inverse scoring, so you don't have to worry about manual adjustments. **Can I get the technical rules from the Self-Compassion Scale (SCS) MCP?** You can use `get_scale_config`. This tool retrieves the full scale configuration, allowing you to verify how the scores are weighted and calculated. **Is this good for research? Self-Compassion Scale (SCS) MCP?** Absolutely. Because it is structured by Vinkius, you can reliably integrate `calculate_scs_scores` into large data collection pipelines for consistent, repeatable results.