
Connect Kiasu Index Calculator to ChatGPT, Claude and Gemini
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn behavioral patterns into deterministic scores.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Kiasu Index Calculator.
- 01
Calculate kiasu index
This capability calculates a total Kiasu score based on a list of provided behaviors. It returns a final score and a classification level.
- 02
Get kiasu classification ranges
This capability provides the specific scoring thresholds used to determine if a user is Casual, Dedicated, or Legendary.
- 03
Get behavior weights
This capability lets you see the individual weight assigned to any specific behavior used in the calculation.
Real work
What teams actually run
Behavioral Profiling
Your agent analyzes a list of actions to determine if a user is Casual or Legendary.
Weight Auditing
You check the specific weight of a behavior to understand how it impacts the final score.
Threshold Mapping
The AI uses classification ranges to explain why a user fell into a specific category.
Pattern Quantifying
You convert a series of social behaviors into a single, comparable number.
One connector, every AI
Kiasu Index Calculator 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 Kiasu Index Calculator 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.
Observed, not estimated
877ms average. Fast in production.
Kiasu Index Calculator is checked daily against the live service.
- Fastest day
- 639ms
- Slowest day
- 1102ms
- 14-day trend
- Improving-11%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Kiasu Index Calculator, so you can see the experience inside your AI.
It does not authenticate your account with Kiasu Index Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Kiasu Index Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_pezzJwfLAmDOdaGzXfadfFPb27HxjF8aEFnMgg99/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 — Kiasu Index Calculator capabilities are ready to use.
{
"mcpServers": {
"kiasu-index-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_pezzJwfLAmDOdaGzXfadfFPb27HxjF8aEFnMgg99/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? Set up Kiasu Index Calculator in Claude and other AIs
Who it's for
Built for the work Kiasu Index Calculator owners hand off.
This is for anyone looking to quantify specific cultural or social behavioral patterns using an AI agent.
- 01
Data Analysts
They hand off behavioral lists to the AI to get structured scoring results.
- 02
Social Researchers
They use the capability to categorize behavioral intensity within specific groups.
- 03
App Developers
They integrate these scoring mechanics into their own agentic workflows.
FAQ
Questions Kiasu Index Calculator owners ask.
- 01
How does the Kiasu index get calculated?
The index is calculated by applying specific weights to a list of behaviors and summing them up.
- 02
What are the possible Kiasu levels?
Users are classified into three levels: Casual, Dedicated, or Legendary.
- 03
Can I see how much a specific behavior counts?
Yes, you can use the capability to get the individual weight for any specific behavior.
- 04
Which AI clients can use this MCP?
Any MCP-compatible client like Claude, Cursor, or Windsurf can use this capability.
- 05
Where are the scoring thresholds kept?
The thresholds are managed within the MCP and can be viewed using the classification ranges capability.
- 06
How is the Kiasu score calculated?
The score is a sum of fixed weights assigned to specific behaviors like queue_for_freebie or compare_grades.
- 07
What is the Kiasi score?
The Kiasi score is a secondary metric that increases if the avoid_risky_food behavior is detected.
- 08
What are the Kiasu levels?
Levels are classified as Casual (0-30), Dedicated (31-60), or Legendary (61-100).
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Connect Kiasu Index Calculator to Claude, Cursor, ChatGPT & more
