# Self-Compassion Scale Scorer AI Agent Connect

> Self-Compassion Scale Scorer MCP calculates psychological scores using the Self-Compassion Scale (SCS). It processes raw survey data to identify specific metrics like self-kindness, common humanity, and mindfulness, while providing targeted guidance for areas like self-judgment or isolation.

## Overview
- **Category:** health
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_STykSYf6QMA2UbUqpVNuhx3DrE9NobKXJCpHTPEW/ai-agent-connect
- **Tags:** psychology, self-compassion, wellness, mental-health, scoring

## Description

You can use this MCP to automate the heavy lifting of psychological scoring. Instead of manually calculating scores from survey data, you feed the raw responses to your AI client. It handles the math and the interpretation. The tool breaks down the Self-Compassion Scale into its core subdomains, giving you a clear picture of where a person stands regarding self-kindness, mindfulness, and common humanity. It also flags deficits in areas like self-judgment or over-identification. Once the scores are generated, your agent can provide specific, actionable guidance based on those results. It is a direct way to move from raw data to meaningful wellness insights without manual spreadsheet work.

## Tools

### get_scale_metadata
This tool provides the structural definition of the scale, including item lists and types.

### score_scs_responses
This tool generates a full self-compassion profile from a set of raw survey responses.

### get_subdomain_insights
This tool delivers specific psychological guidance based on a particular subdomain score.

### validate_response_set
This tool checks that raw data is structurally sound and complete before you run computations.

## Prompt Examples

**Prompt:** 
```
Can you score these SCS responses for me? {"item1": 4, "item2": 3, "item3": 5}
```

**Response:** 
```
Your total self-compassion score is 4.0. Your profile shows high levels of self-kindness and mindfulness.
```

**Prompt:** 
```
I scored a 2 on the self-judgment subdomain. What should I do?
```

**Response:** 
```
To address self-judgment, try practicing self-kindness by speaking to yourself as you would to a dear friend during difficult moments.
```

**Prompt:** 
```
What are the subdomains measured by the Self-Compassion Scale?
```

**Response:** 
```
The scale measures self-kindness, common humanity, and mindfulness, while also identifying deficits in self-judgment, isolation, and over-identification.
```

## Capabilities

### Automated Scoring
Your agent uses this to turn raw survey numbers into a complete psychological profile.

### Data Validation
The AI checks your survey data for completeness before it starts calculating scores.

### Subdomain Analysis
Your client identifies specific strengths and weaknesses in areas like mindfulness or self-kindness.

### Actionable Guidance
The AI provides specific psychological recommendations based on low subdomain scores.

### Scale Metadata Retrieval
Your agent pulls the structural definitions and item lists needed to understand the scale.

## Use Cases

### Client Assessment
A therapist feeds survey results into the MCP to quickly see a client's self-compassion profile.

### Wellness Programming
A coach uses subdomain insights to tailor advice for someone struggling with self-judgment.

### Data Cleaning
A researcher uses the validation tool to ensure survey responses are complete before analysis.

### Automated Reporting
An agent generates a summary of self-kindness and mindfulness levels from raw data.

## Benefits

- Eliminates manual math by automating the SCS scoring process.
- Identifies specific psychological deficits like isolation or over-identification.
- Provides direct guidance for low-scoring subdomains.
- Validates data integrity before computation begins.

## How It Works

Connect your client to Vinkius and start processing data immediately.

1. Connect your preferred MCP-compatible client to Vinkius.
2. Provide the raw SCS survey responses to your agent.
3. The agent validates the data to ensure it is complete.
4. The MCP calculates the total score and subdomain metrics.
5. Your agent delivers the profile and specific guidance.

## Frequently Asked Questions

**What is the Self-Compassion Scale Scorer MCP?**
It is a tool that calculates psychological scores based on the Self-Compassion Scale (SCS) and provides insights into subdomains like self-kindness and mindfulness.

**Which AI clients can I use with this MCP?**
You can use it with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

**How does the tool handle low scores?**
When a subdomain score is low, the tool provides specific, actionable psychological guidance to address that deficit.

**Can I check if my survey data is valid first?**
Yes, you can use the validation tool to ensure your raw data is structurally sound before running the full scoring process.

**What subdomains does the scale measure?**
The scale measures self-kindness, common humanity, and mindfulness, while also identifying deficits in self-judgment, isolation, and over-identification.