Use Life Satisfaction Scorer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Turn survey responses into validated psychometric insights.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Life Satisfaction Scorer capability set.
These are the exact actions your AI can choose when you ask it to work with Life Satisfaction Scorer.
01-04
4 capabilities in this set.
Part of 4 available through Life Satisfaction Scorer.
- 01
Calculate swls score
This capability calculates your raw total score and assigns a qualitative satisfaction category based on your responses.
- 02
Compare to norms
Use this to check how a specific total score ranks against established population distribution norms.
- 03
Get reflection prompts
This capability generates personalized qualitative questions to help you explore your life satisfaction more deeply.
- 04
Validate response format
This capability ensures your input data meets the specific requirements of the SWLS instrument before any calculations occur.
One connector, every AI
Life Satisfaction Scorer works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Life Satisfaction Scorer to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Life Satisfaction Scorer, so you can see the experience inside your AI.
It does not authenticate your account with Life Satisfaction Scorer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Life Satisfaction Scorer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_paD5vIfri2QsWsYBuV4yefgiO1fYwUweOS03UTKT/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Life Satisfaction Scorer capabilities are ready to use.
{
"mcpServers": {
"life-satisfaction-scorer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_paD5vIfri2QsWsYBuV4yefgiO1fYwUweOS03UTKT/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? How to give Claude access to Life Satisfaction Scorer
Who it's for
Built for the work Life Satisfaction Scorer owners hand off.
This MCP is built for individuals and professionals interested in psychometric measurement and self-improvement.
- 01
Wellness Coaches
They hand off client survey data to the AI to get standardized satisfaction scores.
- 02
Researchers
They use the capability to quickly process SWLS data and compare it to population norms.
- 03
Self-Improvement Enthusiasts
They use the reflection prompts to guide their personal growth journeys.
FAQ
Questions Life Satisfaction Scorer owners ask.
- 01
What is the SWLS scale?
The Satisfaction with Life Scale (SWLS) is a validated psychometric instrument used to measure cognitive life satisfaction.
- 02
How do I use this with Claude?
You connect the MCP through the Vinkius platform. Once connected, you can simply type your survey responses directly into Claude.
- 03
Can I compare my score to others?
Yes, the MCP includes a capability to compare your specific total score against established population distribution norms.
- 04
Does this MCP require manual setup?
No, Vinkius hosts and manages the MCP. You just connect your client and it is ready to use.
- 05
What kind of output do I get?
You get raw scores, qualitative satisfaction categories, population comparisons, and personalized reflection questions.
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