How do I use this MCP with Claude?

You connect to the Vinkius-hosted MCP once, and then you can use it directly within your Claude desktop or web interface.

Can it handle materials that absorb water?

Yes, the adjust_for_hygroscopicity capability modifies the required mass to account for moisture absorption.

What if my balance isn't sensitive enough?

The calculate_dilution_protocol capability generates a multi-step dilution strategy to ensure you can still reach your target concentration accurately.

Does it account for my specific glassware?

Yes, you can provide your equipment specifications to estimate the total preparation uncertainty.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect.

How do I handle hygroscopic materials?

You can use the adjust_for_hygroscopicity capability to increase the required mass to account for the moisture content in the material.

What if the required mass is too small to weigh accurately?

Use the calculate_dilution_protocol capability. It will generate a multi-step dilution strategy that ensures the initial mass is within the minimum weighable range of your balance.

Can I estimate the error in my solution preparation?

Yes, the estimate_preparation_uncertainty capability calculates the combined uncertainty from mass, volume, and purity measurements.

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Connect Standard Solution Preparation 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 precise mass and dilution calculations for your lab work.

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 Standard Solution Preparation.

01
Calculate dilution protocol
Creates a multi-step dilution plan when the target mass is too small to weigh accurately on your current balance.
02
Calculate direct mass
Determines the exact mass of a solid standard needed for a single-step solution preparation.
03
Estimate preparation uncertainty
Calculates the total uncertainty of your prepared solution based on your specific equipment and material specs.
04
Adjust for hygroscopicity
Modifies mass calculations to compensate for moisture absorption in hygroscopic materials.

Real work

What teams actually run

Low-Mass Dilutions

When your target mass is below your balance's limit, the AI creates a multi-step dilution strategy.

Hygroscopic Material Prep

The MCP adjusts mass calculations to compensate for moisture absorption in sensitive solids.

Uncertainty Validation

You can verify the precision of a solution by providing your balance and glassware specs.

Direct Mass Weighing

The AI calculates the exact mass for single-step preparations of standard solutions.

One connector, every AI

Standard Solution Preparation 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 Standard Solution Preparation 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

857ms average. Fast in production.

Standard Solution Preparation is checked daily against the live service.

Daily averagePeak 1135ms

Oct 3Today

Fastest day: 682ms
Slowest day: 1135ms
14-day trend: Slowing+20%

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 Standard Solution Preparation, so you can see the experience inside your AI.

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

Standard Solution Preparation Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_l03E07UhGooOuUwWKy12qWmYe7qJqVOUqLluibsK/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 — Standard Solution Preparation capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "standard-solution-preparation-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_l03E07UhGooOuUwWKy12qWmYe7qJqVOUqLluibsK/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 Standard Solution Preparation in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Standard Solution Preparation owners hand off.

This MCP is built for professionals working in analytical chemistry and quality control labs.

01
Analytical Chemists
They hand off complex mass and dilution math to the AI to ensure accuracy.
02
Lab Technicians
They use the capability to generate step-by-step preparation protocols.
03
Quality Control Specialists
They use uncertainty calculations to validate standard solution preparations.

FAQ

Questions Standard Solution Preparation owners ask.

01
How do I use this MCP with Claude?
You connect to the Vinkius-hosted MCP once, and then you can use it directly within your Claude desktop or web interface.
02
Can it handle materials that absorb water?
Yes, the adjust_for_hygroscopicity capability modifies the required mass to account for moisture absorption.
03
What if my balance isn't sensitive enough?
The calculate_dilution_protocol capability generates a multi-step dilution strategy to ensure you can still reach your target concentration accurately.
04
Does it account for my specific glassware?
Yes, you can provide your equipment specifications to estimate the total preparation uncertainty.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect.
06
How do I handle hygroscopic materials?
You can use the adjust_for_hygroscopicity capability to increase the required mass to account for the moisture content in the material.
07
What if the required mass is too small to weigh accurately?
Use the calculate_dilution_protocol capability. It will generate a multi-step dilution strategy that ensures the initial mass is within the minimum weighable range of your balance.
08
Can I estimate the error in my solution preparation?
Yes, the estimate_preparation_uncertainty capability calculates the combined uncertainty from mass, volume, and purity measurements.

Explore

More in Analytics

Connect Standard Solution Preparation 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 dilution protocol

Calculate direct mass

Estimate preparation uncertainty

Adjust for hygroscopicity

What teams actually run

Low-Mass Dilutions

Hygroscopic Material Prep

Uncertainty Validation

Direct Mass Weighing

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

Standard Solution Preparation Connector

Claude Desktop

Analytical Chemists

Lab Technicians

Quality Control Specialists

How do I use this MCP with Claude?

Can it handle materials that absorb water?

What if my balance isn't sensitive enough?

Does it account for my specific glassware?

Do I need to host this myself?

How do I handle hygroscopic materials?

What if the required mass is too small to weigh accurately?

Can I estimate the error in my solution preparation?

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