
Connect Nanoparticle Synthesis Yield Analyzer 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 precise mass balance and particle counts for your chemical reactions.
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 · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Nanoparticle Synthesis Yield.
- 01
Get particle count
This capability calculates the total number of individual particles produced from your mass and size data.
- 02
Get stoichiometry analysis
This capability identifies the limiting reactant and the theoretical mass limit for your reaction.
- 03
Get yield metrics
This capability calculates the specific yield and overall efficiency of your nanoparticle synthesis.
- 04
Get mass balance report
Use this to analyze how mass is distributed throughout your synthesis process.
Real work
What teams actually run
Yield Verification
Calculate the exact percentage yield after a nanoparticle synthesis run.
Reactant Optimization
Determine which precursor is limiting your reaction to adjust your recipe.
Particle Characterization
Estimate the number of particles produced when you know the core mass and radius.
Mass Balance Audits
Check how much material is lost or recovered during the synthesis process.
One connector, every AI
Nanoparticle Synthesis Yield 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 Nanoparticle Synthesis Yield 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
892ms average. Fast in production.
Nanoparticle Synthesis Yield is checked daily against the live service.
- Fastest day
- 734ms
- Slowest day
- 1053ms
- 14-day trend
- Stable-2%
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 Nanoparticle Synthesis Yield, so you can see the experience inside your AI.
It does not authenticate your account with Nanoparticle Synthesis Yield. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Nanoparticle Synthesis Yield Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_VCo7iIg3rH6ZSxnxwNRQzrOhrWlZjRknjRmi2NRG/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 — Nanoparticle Synthesis Yield capabilities are ready to use.
{
"mcpServers": {
"nanoparticle-synthesis-yield-analyzer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_VCo7iIg3rH6ZSxnxwNRQzrOhrWlZjRknjRmi2NRG/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 Nanoparticle Synthesis Yield in Claude and other AIs
Who it's for
Built for the work Nanoparticle Synthesis Yield owners hand off.
This MCP is built for researchers working in material science and nanotechnology who need to automate repetitive chemical calculations.
- 01
Nanotechnology Researcher
Hands off raw mass and molar mass data to the AI to get immediate yield reports.
- 02
Chemical Engineer
Uses the capability to verify mass balance and reaction efficiency during scale up.
- 03
Materials Scientist
Delegates particle count calculations to the agent based on core mass and radius.
FAQ
Questions Nanoparticle Synthesis Yield owners ask.
- 01
What AI clients can I use with this MCP?
You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 02
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and it is ready to use.
- 03
Can this MCP calculate particle counts?
Yes, the get_particle_count capability calculates the number of individual particles produced based on your mass and size data.
- 04
How does it identify the limiting reactant?
The get_stoichiometry_analysis capability compares precursor masses and molar masses to find the limiting reactant.
- 05
Is there a cost to run the calculations?
Vinkius manages the hosting and execution. You subscribe to the catalog to access the capabilities.
- 06
How do I calculate the limiting reactant?
You can use the get_stoichiometry_analysis capability by providing the precursor masses and their stoichiometric ratios.
- 07
Does this account for surfactants and ligands?
Yes, capabilities like get_yield_metrics and get_mass_balance_report allow you to input ligand mass to ensure accurate mass balance.
- 08
Can I estimate the number of particles produced?
Yes, use the get_particle_count capability with the core mass and the particle radius to find the total count.
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Connect Nanoparticle Synthesis Yield to Claude, Cursor, ChatGPT & more
