How does this MCP help with matcha preparation?

It provides deterministic calculations for powder weight, water volume, and whisking time based on the tea style you choose.

Can I use this for different grades of matcha?

Yes, the capability includes a temperature validation feature that checks if your water heat is appropriate for your specific matcha grade.

Does it support both Usucha and Koicha?

Yes, the preparation parameters are designed to handle different styles like Usucha and Koicha.

How accurate are the caffeine estimates?

The agent provides an estimation based on the specific weight of the matcha powder you are using.

What AI clients can I use with this MCP?

You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

How do I know if my water temperature is correct?

You can use the validate_temperature_profile capability. It checks your water temperature against the optimal range for ceremonial, premium, or culinary grades.

What is the difference between Usucha and Koicha?

Usucha is a thin, frothy tea with more water, while Koicha is a thick, dense tea with more powder. The calculate_preparation_parameters capability provides specific ratios for both.

Can I estimate caffeine content?

Yes, use the estimate_caffeine_intake capability by providing the weight of the matcha powder used.

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Connect Matcha Ceremony Parameter Calculator to your AI

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 exact recipes and temperature profiles for perfect matcha.

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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Matcha Ceremony Parameter.

01
Calculate preparation parameters
This capability calculates the exact recipe including powder weight, water volume, and whisking time for your specific matcha session.
02
Estimate caffeine intake
Use this to get a caffeine estimate based on the weight of the matcha you are consuming.
03
Validate temperature profile
This capability checks if your water temperature is optimal for the specific grade of matcha you are using.

Real work

What teams actually run

Daily Ritual Consistency

Use the recipe capability to make sure your morning Usucha tastes the same every single day.

Grade-Specific Brewing

Check your water temperature before brewing expensive ceremonial grade matcha to avoid scorching it.

Caffeine Management

Ask your agent to estimate caffeine levels before you decide how much matcha to consume in the afternoon.

Style Switching

Get different parameters instantly when moving from a light Usucha to a thick Koicha.

One connector, every AI

Matcha Ceremony Parameter 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 Matcha Ceremony Parameter 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

836ms average. Fast in production.

Matcha Ceremony Parameter is checked daily against the live service.

Daily averagePeak 995ms

Oct 3Today

Fastest day: 652ms
Slowest day: 995ms
14-day trend: Slowing+10%

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 Matcha Ceremony Parameter, so you can see the experience inside your AI.

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

Matcha Ceremony Parameter Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_qRbwYLTHLQyoGU48REsTEnS1KE3c6sNDuqhYLUeU/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 — Matcha Ceremony Parameter capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "matcha-ceremony-parameter-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_qRbwYLTHLQyoGU48REsTEnS1KE3c6sNDuqhYLUeU/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 Matcha Ceremony Parameter in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Matcha Ceremony Parameter owners hand off.

This is for tea enthusiasts and professionals who want to remove the guesswork from traditional matcha preparation.

01
Tea Enthusiasts
Users who want to replicate traditional Japanese tea ceremonies at home with precision.
02
Matcha Professionals
Tea practitioners who need to ensure consistent quality across different matcha grades.
03
Health Conscious Users
People who want to monitor their caffeine intake through precise weight calculations.

FAQ

Questions Matcha Ceremony Parameter owners ask.

01
How does this MCP help with matcha preparation?
It provides deterministic calculations for powder weight, water volume, and whisking time based on the tea style you choose.
02
Can I use this for different grades of matcha?
Yes, the capability includes a temperature validation feature that checks if your water heat is appropriate for your specific matcha grade.
03
Does it support both Usucha and Koicha?
Yes, the preparation parameters are designed to handle different styles like Usucha and Koicha.
04
How accurate are the caffeine estimates?
The agent provides an estimation based on the specific weight of the matcha powder you are using.
05
What AI clients can I use with this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
06
How do I know if my water temperature is correct?
You can use the validate_temperature_profile capability. It checks your water temperature against the optimal range for ceremonial, premium, or culinary grades.
07
What is the difference between Usucha and Koicha?
Usucha is a thin, frothy tea with more water, while Koicha is a thick, dense tea with more powder. The calculate_preparation_parameters capability provides specific ratios for both.
08
Can I estimate caffeine content?
Yes, use the estimate_caffeine_intake capability by providing the weight of the matcha powder used.

Explore

More in Lifestyle

Connect Matcha Ceremony Parameter 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.

01-03

Calculate preparation parameters

Estimate caffeine intake

Validate temperature profile

What teams actually run

Daily Ritual Consistency

Grade-Specific Brewing

Caffeine Management

Style Switching

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

Matcha Ceremony Parameter Connector

Claude Desktop

Tea Enthusiasts

Matcha Professionals

Health Conscious Users

How does this MCP help with matcha preparation?

Can I use this for different grades of matcha?

Does it support both Usucha and Koicha?

How accurate are the caffeine estimates?

What AI clients can I use with this MCP?

How do I know if my water temperature is correct?

What is the difference between Usucha and Koicha?

Can I estimate caffeine content?

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