# Self-Compassion Scale (SCS) MCP for AI Agents AI Agent Connect

> Self-Compassion Scale (SCS) MCP. It processes raw data for the Short Form Self-Compassion Scale (SCS-SF) to generate global, subscale, and profile scores. No more manual math or hunting for scoring keys. Just feed the agent the numbers and get accurate results instantly.

## Overview
- **Category:** health
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_P0fRtGftAE9kdQGlmWihZ0jxvEDSuZSrDmajzCg5/ai-agent-connect
- **Tags:** self-compassion, psychometrics, mental-health, scoring, assessment-engine

## Description

The Self-Compassion Scale (SCS) MCP handles the heavy lifting for psychometric assessments. It takes raw data from the Short Form Self-Compassion Scale and turns it into meaningful scores for kindness, humanity, and mindfulness. Instead of manually calculating weights or worrying about which items need reverse scoring, your AI client handles the math. You can use it to generate global scores or pull specific profile interpretations to understand a user's mental health landscape more clearly. Because it's part of the Vinkius catalog, you can connect it to your existing agent setup and get standardized scoring every time. It's built for accuracy, ensuring that the qualitative descriptions match the quantitative data perfectly.

## Tools

### calculate_scs_scores
Processes raw data to give you global and subscale scores for the SCS. It handles the weights and math automatically.

### get_profile_interpretation
Provides a human-readable description of what a specific score actually means. Use it to give context to numbers.

### get_scale_config
Retrieves the underlying scoring logic and configuration for the SCS scale. This ensures your results stay consistent.

## Prompt Examples

**Prompt:** 
```
Can you calculate the scores for these responses: 4, 2, 5, 1, 4, 3, 5, 2, 4, 3, 5, 2?
```

**Response:** 
```
Based on your responses, here is the breakdown for the Self-Compassion Scale:

*   **Global Score:** 3.25
*   **Subscale Scores:**
    *   Kindness: 3.67
    *   Humanity: 3.0
    *   Mindfulness: 3.08

**Profile:** Moderate

This suggests a steady level of self-compassion across all three core areas.
```

**Prompt:** 
```
Which items in the SCS need reverse scoring?
```

**Response:** 
```
The items that require reverse scoring in the Short Form Self-Compassion Scale are:

**Items:** 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. It indicates that the individual is likely to acknowledge their suffering while maintaining a supportive and mindful attitude toward themselves.
```

## Capabilities

### Calculate global and subscale scores
The Connector processes 12 raw responses to give you a full breakdown of kindness, humanity, and mindfulness.

### Get qualitative profile descriptions
It turns numerical results into human-readable summaries of a person's self-compassion level.

### Retrieve scoring configurations
You can pull the exact logic and weights used for the SCS scale to ensure data consistency.

### Identify reverse-scored items
It automatically handles which specific items need to be flipped during the calculation process.

### Generate complete assessment profiles
The agent can provide a full summary of a user's profile based on their input.

## Use Cases

### Clinical Progress Tracking
A therapist asks their agent to calculate a patient's scores to see if their self-compassion is improving over several months.

### Rapid Coaching Feedback
A wellness coach uses the agent to give a client a summary of their Moderate profile during a live session.

### Survey Data Analysis
A researcher has a list of responses and needs the agent to generate a full profile for every participant in a study.

### App Integration
A mental health app uses this to provide users with an instant Kindness score after they complete a daily check-in.

## Benefits

- Accurate scoring: Use `calculate_scs_scores` to eliminate human error in complex psychometric math.
- Instant interpretation: Use `get_profile_interpretation` to turn numbers into meaningful context immediately.
- Standardized results: Ensure every assessment follows the same logic by pulling from `get_scale_config`.
- Faster workflows: Your agent can process a full assessment in seconds rather than minutes of manual calculation.
- Better insights: Get a clear view of subscales like Kindness and Mindfulness without extra steps.

## How It Works

The bottom line is your agent handles the psychometric math so you can focus on the conversation.

1. Provide your AI client with the 12 raw responses from a user survey.
2. The Connector processes the numbers against the SCS-SF logic and weights.
3. You receive a breakdown of scores and a written interpretation of the results.

## Frequently Asked Questions

**What is the Self-Compassion Scale (SCS) MCP?**
It is a specialized engine that allows your AI client to calculate and interpret scores for the Short Form Self-Compassion Scale. It handles the math and provides written summaries of the results.

**How does the Self-Compassion Scale (SCS) MCP handle scoring?**
The Connector takes 12 raw responses and automatically applies the correct weights and reverse scoring logic to give you global and subscale scores.

**Can the Self-Compassion Scale (SCS) MCP give me a written summary?**
Yes, it provides a qualitative interpretation of the scores. This tells you what the numbers actually mean for the user's self-compassion level.

**Is the Self-Compassion Scale (SCS) MCP accurate for clinical use?**
Yes, it is designed to follow the standard logic for the SCS-SF. This ensures that the results are consistent and reliable for mental health assessments.

**Can I use the Self-Compassion Scale (SCS) MCP for other scales?**
No, this specific MCP is built only for the Short Form Self-Compassion Scale. You would need a different tool for other psychometric tests.

**Does the Self-Compassion Scale (SCS) MCP do reverse scoring?**
Yes, it automatically handles reverse scoring for the correct items. You don't have to manually flip any numbers before asking for a score.

**What is the SCS-SF?**
The Short Form Self-Compassion Scale (SCS-SF) is a psychometric tool used to measure an individual's capacity for self-kindness, common humanity, and mindfulness.

**How do I calculate scores?**
You can use the `calculate_scs_scores` tool by providing a JSON array of item IDs and their corresponding numerical responses.

**Does the tool handle reverse scoring?**
Yes, the `calculate_scs_scores` tool automatically applies reverse scoring to specific items identified in the scale configuration.