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Connect Polymer Structure Analyzer to ChatGPT and Claude

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. Predict material behavior from chemical architecture.

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 Polymer Structure Analyzer.

  1. 01

    Generate property summary

    This capability provides a complete overview of how a polymer is expected to behave physically.

  2. 02

    Analyze tacticity

    Use this to find the stereochemical configuration of a polymer chain.

  3. 03

    Calculate glass transition

    This capability predicts the specific temperature where a polymer shifts from a glassy to a rubbery state.

  4. 04

    Predict crystallinity

    This capability estimates the percentage of the polymer that will form crystalline domains.

Real work

What teams actually run

01

New Material Screening

Test how different repeat units might affect the glass transition temperature before physical synthesis.

02

Tacticity Verification

Check the stereochemical configuration of a theoretical polymer chain.

03

Thermal Stability Planning

Predict the temperature range where a material transitions from glassy to rubbery.

04

Crystallinity Modeling

Estimate how much of a polymer will form crystalline domains based on branching factors.

One connector, every AI

Polymer Structure 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 Polymer Structure 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

907ms average. Fast in production.

Polymer Structure Analyzer is checked daily against the live service.

Daily averagePeak 1182ms
Oct 3Today
Fastest day
666ms
Slowest day
1182ms
14-day trend
Slowing+37%

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

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

Polymer Structure Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_erf6xT9aQFnmDicElMdA9L8kddegLCKrT5AW8Ek0/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 — Polymer Structure Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "polymer-structure-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_erf6xT9aQFnmDicElMdA9L8kddegLCKrT5AW8Ek0/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 Polymer Structure Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Polymer Structure Analyzer owners hand off.

This MCP is built for researchers and engineers working in polymer science and materials engineering.

  • 01

    Polymer Chemists

    They hand off molecular structures to the AI to get quick property estimates.

  • 02

    Materials Scientists

    They use the capability to predict how new formulations will behave under thermal stress.

  • 03

    Chemical Engineers

    They rely on these predictions to inform manufacturing and processing parameters.

FAQ

Questions Polymer Structure Analyzer owners ask.

  • 01

    What can this MCP predict?

    It predicts physical and thermal properties like tacticity, crystallinity, and glass transition temperature.

  • 02

    Which AI clients can use this MCP?

    You can use it with any MCP-compatible client including Claude, Cursor, Windsurf, and VS Code.

  • 03

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

  • 04

    How does it determine glass transition temperature?

    The capability calculates the temperature at which a polymer transitions from a glassy to a rubbery state based on the provided molecular data.

  • 05

    Can I use this for stereochemical analysis?

    Yes, the analyze_tacticity capability is specifically designed to determine the stereochemical configuration of polymer chains.

  • 06

    What properties can this capability predict?

    The capability predicts tacticity, crystallinity percentage, and the glass transition temperature based on the provided polymer structure.

  • 07

    How do I provide the polymer structure?

    You provide the chemical formula or identifier of the repeat unit as a string to the relevant capabilities.

  • 08

    Does it support different polymerization types?

    Yes, it supports common mechanisms such as addition and condensation polymerization.

Explore

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