
Connect Unit Fraction Simplifier to ChatGPT and Claude
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. Get human-readable measurements from raw metric or imperial data.
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.
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.
One connector, every AI
Unit Fraction Simplifier 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 Unit Fraction Simplifier 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
683ms average. Fast in production.
Unit Fraction Simplifier is checked daily against the live service.
- Fastest day
- 516ms
- Slowest day
- 880ms
- 14-day trend
- Improving-18%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 0 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 Unit Fraction Simplifier, so you can see the experience inside your AI.
It does not authenticate your account with Unit Fraction Simplifier. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Unit Fraction Simplifier Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_yxlqWRjGIQvsV7nYKltiTfDJXIn4RoswS0Zr2Sft/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 — Unit Fraction Simplifier capabilities are ready to use.
{
"mcpServers": {
"unit-fraction-simplifier-mcp": {
"url": "https://edge.vinkius.com/vk_preview_yxlqWRjGIQvsV7nYKltiTfDJXIn4RoswS0Zr2Sft/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 Unit Fraction Simplifier in Claude and other AIs
Who it's for
Built for the work Unit Fraction Simplifier owners hand off.
This is for anyone working with physical measurements who needs to bridge the gap between digital data and real-world application.
- 01
Culinary Professionals
They hand off decimal milliliter values to get standard kitchen measurements.
- 02
Engineers and Technicians
They use it to turn precise millimeter readings into readable metric lengths.
- 03
Construction Workers
They convert inch decimals into yards and feet for easier physical layout.
FAQ
Questions Unit Fraction Simplifier owners ask.
- 01
What units can this MCP simplify?
It handles milliliters for volume, and millimeters or inches for length.
- 02
Which AI clients can use this MCP?
You can use it with any MCP-compatible client like Claude, Cursor, or Windsurf.
- 03
Does it support imperial measurements?
Yes, it can simplify inch measurements into yards, feet, and inches.
- 04
How does it handle volume?
It takes milliliter decimals and converts them into combinations of cups, tablespoons, and teaspoons.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you so it is ready to use immediately.
- 06
How does the simplification work?
It uses a greedy subtraction algorithm, starting from the largest unit (like cups or meters) and finding how many times it fits into your value before moving to the next smallest unit. Capabilities available: your_tool_name.
- 07
Can I use this for both metric and imperial units?
Yes, you can use simplify_metric_length for millimeters and simplify_imperial_length for inches.
- 08
What happens if the input is zero?
The capability will return a result of '0 ml', '0 mm', or '0 in' depending on which capability you are using.
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Connect Unit Fraction Simplifier to Claude, Cursor, ChatGPT & more
