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Connect Dilution Calculator 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. Get exact stock and diluent volumes in seconds.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Dilution Calculator.

  1. 01

    Calculate single dilution

    This capability calculates the specific volumes of stock and diluent needed for a one-step dilution process.

  2. 02

    Get dilution factor info

    This capability provides descriptive metadata regarding a specific dilution factor.

  3. 03

    Validate mixing ratio

    This capability checks if your ratio of stock to diluent is mathematically consistent with your target concentrations.

  4. 04

    Calculate serial dilution plan

    This capability generates a multi-step dilution sequence when a single step is impractical for your target factor.

Real work

What teams actually run

01

Standard Prep

Calculating the exact amount of stock needed to make a specific volume of a working solution.

02

High-factor Dilutions

Creating a multi-step plan when a single dilution step would require impossible volumes.

03

Quality Control

Verifying that a planned ratio of stock to diluent will actually hit the target concentration.

04

Protocol Planning

Generating a step-by-step guide for a series of dilutions to maintain precision.

One connector, every AI

Dilution Calculator 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Dilution Calculator 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

869ms average. Fast in production.

Dilution Calculator is checked daily against the live service.

Daily averagePeak 1163ms
Oct 3Today
Fastest day
721ms
Slowest day
1163ms
14-day trend
Slowing+19%

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 Dilution Calculator, so you can see the experience inside your AI.

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

Dilution Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_6Lurc9mJEMJ4oj6Zr3eNhlYeqLo7aj9SwqcwrtKc/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Dilution Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "dilution-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_6Lurc9mJEMJ4oj6Zr3eNhlYeqLo7aj9SwqcwrtKc/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 Dilution Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Dilution Calculator owners hand off.

This MCP is built for professionals working in wet labs and chemical research environments.

  • 01

    Laboratory Technicians

    They hand off volume calculations to the AI to ensure prep accuracy.

  • 02

    Analytical Chemists

    They use the capability to plan complex serial dilution series.

  • 03

    Research Scientists

    They verify mixing ratios before starting large-scale experiments.

FAQ

Questions Dilution Calculator owners ask.

  • 01

    What can this MCP calculate?

    It calculates single-step dilution volumes, multi-step serial dilution plans, and validates mixing ratios.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 03

    How does it handle very large dilutions?

    It uses the calculate_serial_dilution_plan capability to create a multi-step sequence that maintains accuracy.

  • 04

    Does it check my math?

    Yes, the validate_mixing_ratio capability checks if your stock to diluent ratios are consistent with your target concentrations.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

  • 06

    How do I calculate a single dilution step?

    Use the calculate_single_dilution capability by providing the initial concentration, the desired final concentration, and the total final volume.

  • 07

    When should I use a serial dilution plan?

    Use calculate_serial_dilution_plan when the required dilution factor is too large to achieve accurately in a single step.

  • 08

    Can I verify my mixing ratios?

    Yes, the validate_mixing_ratio capability checks if your stock and diluent parts match the required dilution factor.

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