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Connect Nanoparticle Surface Area 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 geometric calculations for nanoscale morphology.

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 Nanoparticle Analyzer.

  1. 01

    Analyze size distribution

    This capability calculates average physical properties across a whole population of particles with varying sizes.

  2. 02

    Calculate specific surface area

    Use this to find the specific surface area for a particle of a specific size and shape.

  3. 03

    Calculate surface atom fraction

    This capability determines the percentage of atoms located on the surface of a particle.

  4. 04

    Get morphology constants

    This capability retrieves the geometric scaling factors required for specific particle shapes.

Real work

What teams actually run

01

Morphology Characterization

Calculate the specific surface area of a newly synthesized nanoparticle batch.

02

Surface Reactivity Estimation

Determine the surface atom fraction to predict how a particle will react chemically.

03

Batch Analysis

Analyze the size distribution of a population to understand physical uniformity.

04

Geometric Scaling

Retrieve scaling factors for non-spherical shapes like cylinders or cubes.

One connector, every AI

Nanoparticle Analyzer 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 Nanoparticle Analyzer 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

914ms average. Fast in production.

Nanoparticle Analyzer is checked daily against the live service.

Daily averagePeak 1170ms
Oct 3Today
Fastest day
753ms
Slowest day
1170ms
14-day trend
Stable-4%

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 Analyzer, so you can see the experience inside your AI.

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

Nanoparticle Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_DBK3NejxOHUeY5X89IzKbQ7F4Ui9qvWwpFZuOspa/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 — Nanoparticle Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "nanoparticle-surface-area-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DBK3NejxOHUeY5X89IzKbQ7F4Ui9qvWwpFZuOspa/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 Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Nanoparticle Analyzer owners hand off.

This MCP is built for professionals working in nanotechnology and materials science.

  • 01

    Material Scientists

    They hand off geometric modeling tasks to the AI to speed up characterization.

  • 02

    Nanoscale Researchers

    They use the capability to quickly estimate surface atom fractions in new samples.

  • 03

    Physics Engineers

    They rely on the MCP to calculate size distributions for particle populations.

FAQ

Questions Nanoparticle Analyzer owners ask.

  • 01

    What kind of shapes can this MCP calculate?

    The MCP handles various shapes including spheres, cubes, and cylinders by using specific morphology constants.

  • 02

    Can I use this with Claude or Cursor?

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

  • 03

    How does it handle particle populations?

    The analyze_size_distribution capability calculates average physical properties across a population of particles with different sizes.

  • 04

    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.

  • 05

    What is the purpose of the surface atom fraction capability?

    It calculates the specific percentage of atoms that are located on the surface of a particle.

  • 06

    How do I calculate the specific surface area?

    You can use the calculate_specific_surface_area capability by providing the particle size, density, and the geometric shape.

  • 07

    Can I analyze a group of particles at once?

    Yes, the analyze_size_distribution capability calculates weighted average properties across a population of varying particle sizes.

  • 08

    What shapes are supported?

    The server supports sphere, cube, and cylinder geometries.

Explore

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