What kind of machines can I analyze?

The MCP includes profiles for front-load, top-load, and industrial laundry machines.

Can I compare two different settings?

Yes, you can use the compare_settings_efficiency capability to see which setting is better for your specific priority.

How do I calculate usage for many loads?

Use the calculate_resource_totals capability to project cumulative usage over a set number of cycles.

Can I adjust the detergent amount in the calculation?

Yes, the evaluate_custom_impact capability allows you to provide manual adjustments for detergent or energy multipliers.

Which AI clients can use this MCP?

You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.

How can I find available washing machine profiles?

You can use the get_machine_settings capability by providing the machine type, such as 'front_load' or 'top_load'.

Can I compare two different settings directly?

Yes, the compare_settings_efficiency capability allows you to compare two profiles based on a priority factor like water, energy, or detergent.

How do I account for older, less efficient machines?

Use the evaluate_custom_impact capability and provide an energyMultiplier to adjust the energy consumption for your specific machine.

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Connect Laundry Resource Comparator 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. Calculate and compare resource usage for any laundry setup.

Ask AI about this Connector

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.

V8 Isolate01

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.

Kill Switch02

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.

FinOps per User03

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Laundry Resource Comparator.

01
Calculate resource totals
This capability calculates the total water, energy, and detergent used over a specific number of laundry loads.
02
Compare settings efficiency
Use this to weigh two different machine settings against each other based on your specific priority, like saving water or energy.
03
Evaluate custom impact
This capability lets you input manual adjustments for detergent amounts or energy multipliers to see how they change the total footprint.
04
Get machine settings
This capability retrieves the available configuration profiles for front-load, top-load, or industrial machines.

Real work

What teams actually run

Budget Planning

Project total energy and water costs for a month of laundry operations.

Sustainability Reporting

Compare Eco settings against standard settings to quantify resource savings.

Operational Optimization

Determine which machine profile uses the least amount of detergent for a specific load type.

Custom Scenario Testing

See how changing energy multipliers affects the total footprint of a machine.

One connector, every AI

Laundry Resource Comparator 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.

Building your own app? The connector is yours to use.

You don't need a client to put Laundry Resource Comparator 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

943ms average. Fast in production.

Laundry Resource Comparator is checked daily against the live service.

Daily averagePeak 1065ms

Oct 6Today

Fastest day: 768ms
Slowest day: 1065ms
14-day trend: Improving-12%

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 Laundry Resource Comparator, so you can see the experience inside your AI.

It does not authenticate your account with Laundry Resource Comparator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Laundry Resource Comparator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_5QHaAFCOoPodO5BJW3QbSEUP8qSbP8geut5jN0Py/mcp

Claude 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 — Laundry Resource Comparator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "laundry-resource-comparator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5QHaAFCOoPodO5BJW3QbSEUP8qSbP8geut5jN0Py/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 Laundry Resource Comparator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Laundry Resource Comparator owners hand off.

This MCP is built for professionals managing high-volume laundry operations or sustainability tracking.

01
Facility Managers
They hand off resource calculation tasks to the AI to plan utility budgets.
02
Sustainability Officers
They use the AI to model the environmental impact of different machine settings.
03
Industrial Laundry Operators
They use the capability to compare industrial machine profiles for efficiency.

FAQ

Questions Laundry Resource Comparator owners ask.

01
What kind of machines can I analyze?
The MCP includes profiles for front-load, top-load, and industrial laundry machines.
02
Can I compare two different settings?
Yes, you can use the compare_settings_efficiency capability to see which setting is better for your specific priority.
03
How do I calculate usage for many loads?
Use the calculate_resource_totals capability to project cumulative usage over a set number of cycles.
04
Can I adjust the detergent amount in the calculation?
Yes, the evaluate_custom_impact capability allows you to provide manual adjustments for detergent or energy multipliers.
05
Which AI clients can use this MCP?
You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.
06
How can I find available washing machine profiles?
You can use the get_machine_settings capability by providing the machine type, such as 'front_load' or 'top_load'.
07
Can I compare two different settings directly?
Yes, the compare_settings_efficiency capability allows you to compare two profiles based on a priority factor like water, energy, or detergent.
08
How do I account for older, less efficient machines?
Use the evaluate_custom_impact capability and provide an energyMultiplier to adjust the energy consumption for your specific machine.

Explore

More in Utilities

Connect Laundry Resource Comparator to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Calculate resource totals

Compare settings efficiency

Evaluate custom impact

Get machine settings

What teams actually run

Budget Planning

Sustainability Reporting

Operational Optimization

Custom Scenario Testing

Building your own app? The connector is yours to use.

Laundry Resource Comparator Connector

Claude Desktop

Facility Managers

Sustainability Officers

Industrial Laundry Operators

What kind of machines can I analyze?

Can I compare two different settings?

How do I calculate usage for many loads?

Can I adjust the detergent amount in the calculation?

Which AI clients can use this MCP?

How can I find available washing machine profiles?

Can I compare two different settings directly?

How do I account for older, less efficient machines?

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