Connect Work Rest Ratio 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. Prevent worker fatigue by monitoring workload thresholds.
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.
Complete set · 4 capabilities
The complete Work Rest Ratio capability set.
These are the exact actions your AI can choose when you ask it to work with Work Rest Ratio.
01-04
4 capabilities in this set.
Part of 4 available through Work Rest Ratio.
- 01
Batch calculate ratios
This capability processes multiple work-rest intervals at once. It's useful for analyzing an entire week of schedules in one go.
- 02
Compare ratios
This capability lets your agent evaluate two different work configurations side-by-side. Use it to see which setup is less intensive.
- 03
Get ratio
This capability calculates the specific numerical quotient of work time versus rest time. It provides the base metric for any safety check.
- 04
Validate schedule
This capability checks a proposed work plan against defined safety thresholds. It tells your agent if a schedule stays within safe limits.
One connector, every AI
Work Rest Ratio 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 Work Rest Ratio 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
1017ms average. Fast in production.
Work Rest Ratio is checked daily against the live service.
- Fastest day
- 822ms
- Slowest day
- 1105ms
- 14-day trend
- Slowing+29%
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 Work Rest Ratio, so you can see the experience inside your AI.
It does not authenticate your account with Work Rest Ratio. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Work Rest Ratio Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_BPPOvG4Np1VqARlkWdL790ApuYHpbigvQiGyZUMn/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 — Work Rest Ratio capabilities are ready to use.
{
"mcpServers": {
"work-rest-ratio-mcp": {
"url": "https://edge.vinkius.com/vk_preview_BPPOvG4Np1VqARlkWdL790ApuYHpbigvQiGyZUMn/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 Work Rest Ratio
Who it's for
Built for the work Work Rest Ratio owners hand off.
This MCP is built for professionals managing physical workloads and occupational health standards.
- 01
Safety Officers
They hand off shift schedules to the AI to check for fatigue risks.
- 02
Ergonomists
They use the AI to validate that task intensities match recovery needs.
- 03
Operations Managers
They use the AI to compare different staffing configurations for safety compliance.
FAQ
Questions Work Rest Ratio owners ask.
- 01
What is a work-rest ratio?
It is the numerical quotient of work time versus rest time. It helps determine the intensity of a workload.
- 02
How can this MCP help with ergonomics?
It allows your agent to monitor fatigue thresholds and ensure work plans stay within safe limits.
- 03
Can I check multiple schedules at once?
Yes, you can use the batch calculation capability to analyze multiple intervals in one request.
- 04
Which AI clients can use this MCP?
Any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code can use this capability.
- 05
Does this MCP host the data?
Vinkius hosts and manages the MCP, so you just connect your client and start working.
- 06
How do I calculate a single work-rest ratio?
You can use the get_ratio capability by providing the total minutes spent working and the total minutes spent resting.
- 07
Can I check if my work schedule is safe?
Yes, use the validate_schedule capability. It compares your planned work and rest minutes against a maximum allowed ratio to determine if the schedule is safe.
- 08
How can I analyze multiple work periods at once?
The batch_calculate_ratios capability allows you to pass an array of work and rest intervals to find the average ratio and total durations.
Explore
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Connect Work Rest Ratio to Claude, Cursor, ChatGPT & more
