
Connect Simple Dilution Mixer 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 mixing ratios and safety tiers instantly.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
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.
Curated set · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Simple Dilution Mixer.
- 01
Calculate dilution volumes
This capability determines the specific volumes of concentrate and base liquid needed to hit your target dilution goal.
- 02
Generate dilution recipe
This capability converts your calculated volumes into clear, actionable instructions for a technician to follow.
- 03
Validate concentration tier
This capability categorizes a target concentration into a specific safety and handling tier.
Real work
What teams actually run
Lab Solution Prep
A researcher needs to prepare a specific molarity or percentage solution for a test.
Industrial Batch Mixing
A plant manager needs to scale up a concentrate to a specific volume for production.
Safety Compliance
A safety officer checks if a new mixture requires high-intensity handling protocols.
Technician Training
Creating standardized recipes to ensure junior staff mix chemicals correctly.
One connector, every AI
Simple Dilution Mixer 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 Simple Dilution Mixer 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
679ms average. Fast in production.
Simple Dilution Mixer is checked daily against the live service.
- Fastest day
- 553ms
- Slowest day
- 865ms
- 14-day trend
- Stable+1%
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 Simple Dilution Mixer, so you can see the experience inside your AI.
It does not authenticate your account with Simple Dilution Mixer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Simple Dilution Mixer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_KuzqeEMBuXdcpYS7kRswp6JQVxDNg5L9mNw9Q1Hx/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 — Simple Dilution Mixer capabilities are ready to use.
{
"mcpServers": {
"simple-dilution-mixer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_KuzqeEMBuXdcpYS7kRswp6JQVxDNg5L9mNw9Q1Hx/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 Simple Dilution Mixer in Claude and other AIs
Who it's for
Built for the work Simple Dilution Mixer owners hand off.
This MCP is built for professionals working with liquid chemicals in controlled environments.
- 01
Laboratory Technicians
They use the capability to get precise mixing recipes for daily experiments.
- 02
Industrial Chemists
They rely on it to calculate large scale dilution volumes and safety tiers.
- 03
Chemical Plant Operators
They use the generated instructions to ensure consistent mixing on the production floor.
FAQ
Questions Simple Dilution Mixer owners ask.
- 01
How does this MCP help with chemical safety?
It uses the validate_concentration_tier capability to categorize mixtures into low, medium, or high tiers for safe handling.
- 02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.
- 03
Does it provide instructions for the person doing the mixing?
Yes, the generate_dilution_recipe capability creates clear, actionable instructions for technicians.
- 04
What kind of math does it perform?
It calculates the exact volumes of concentrate and solvent needed to reach a specific target volume and percentage.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.
- 06
How do I calculate the amount of concentrate needed?
Use the calculate_dilution_volumes capability by providing your desired total final volume in ml and your target percentage. The capability will return the exact volume of solute and solvent required.
- 07
What does the concentration tier indicate?
The validate_concentration_tier capability categorizes your target percentage into low, medium, or high tiers. This helps in determining the necessary safety precautions and handling equipment for the mixture.
- 08
Can I generate instructions for my staff?
Yes, after calculating your volumes, use generate_dilution_recipe to create a human-readable instruction text that can be handed directly to technicians.
Explore
More in Chemistry
Precision Dilution Calculator AI Connector
Calculate exact volumes of stock solution and solvent needed for precise dilutions.
ViewFertilizer Dilution Calculator AI Connector
Calculate precise fertilizer concentrate and water volumes for any mixing ratio.
ViewPerfume Dilution Calculator AI Connector
Calculate exact carrier volumes and dilution ratios for perfume making.
ViewHair Color Mix Ratio Calculator AI Connector
Calculate developer quantities and total mixture volumes for professional hair coloring.
View
Suggestions
Cocktail Dilution Calculator AI Connector
Calculate precise water and ice dilution for cocktail recipes.
ViewLiquid-Liquid Equilibrium Engine AI Connector
Calculates phase compositions, distribution coefficients, and tie lines for immiscible liquid systems.
ViewSimples Nacional Calculator AI Connector
Calculate effective tax rates, Fator R eligibility, and monthly DAS amounts for the Brazilian Simples Nacional
ViewDilution Calculator AI Connector
Precise volume calculations for single-step and serial dilutions.
View
Connect Simple Dilution Mixer to Claude, Cursor, ChatGPT & more
