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Use Nanostructure Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculates nanoparticle size distribution metrics from DLS and TEM data.

Included with plan

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

Complete set · 4 capabilities

The complete Nanostructure Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with Nanostructure Analyzer.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Nanostructure Analyzer.

  1. 01

    Analyze dls data

    Calculates size distribution metrics from DLS measurement sets

  2. 02

    Analyze tem data

    Calculates size distribution metrics from direct TEM measurements

  3. 03

    Compare characterization

    Compares DLS and TEM results to identify differences

  4. 04

    Get distribution summary

    Provides a high-level descriptive summary of a specific distribution

Observed, not estimated

913ms average. Fast in production.

Nanostructure Analyzer is checked daily against the live service.

Daily averagePeak 990ms
Sep 1Today
Fastest day
883ms
Slowest day
990ms
14-day trend
Improving-11%

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

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

Nanostructure Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_hCWpm0Tq0DIo6SkyK7z4QhB2uol8dwzGjI3vmRox/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 — Nanostructure Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "nanostructure-size-distribution-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_hCWpm0Tq0DIo6SkyK7z4QhB2uol8dwzGjI3vmRox/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

FAQ

Questions Nanostructure Analyzer owners ask.

  • 01

    How do I analyze DLS data?

    Provide the intensity-weighted moments as a JSON string to the analyze_dls_data capability.

  • 02

    Can I compare DLS and TEM results?

    Yes, use the compare_characterization capability by providing the output objects from both DLS and TEM analyses.

  • 03

    What statistical models are supported?

    The server supports log-normal and normal distribution models via the get_distribution_summary capability.

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