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Connect Thermal Analysis Interpreter 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. Turn raw thermal datasets into actionable material insights.

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 Thermal Analysis Interpreter.

  1. 01

    Analyze tga stability

    This capability identifies mass loss events and decomposition temperatures from your TGA data.

  2. 02

    Calculate phase transitions

    Use this to detect phase changes and melting points within DSC or DTA datasets.

  3. 03

    Estimate kinetics

    This capability estimates the kinetic parameters of a decomposition process.

  4. 04

    Quantify enthalpy

    This capability calculates the energy associated with a specific thermal event.

Real work

What teams actually run

01

Decomposition Profiling

Use TGA data to find exactly when a polymer begins to break down.

02

Phase Transition Mapping

Identify melting points and phase changes in DSC or DTA runs.

03

Kinetic Modeling

Estimate activation energy for decomposition processes using varying heating rates.

04

Energy Quantification

Calculate the specific enthalpy for thermal events in a sample.

One connector, every AI

Thermal Analysis Interpreter 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 Thermal Analysis Interpreter 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

943ms average. Fast in production.

Thermal Analysis Interpreter is checked daily against the live service.

Daily averagePeak 1150ms
Oct 3Today
Fastest day
669ms
Slowest day
1150ms
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 Thermal Analysis Interpreter, so you can see the experience inside your AI.

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

Thermal Analysis Interpreter Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_o8CVzaDw05OvWSgzAW5OORLOHGf1C5f9rayiIFYj/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 — Thermal Analysis Interpreter capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "thermal-analysis-interpreter-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_o8CVzaDw05OvWSgzAW5OORLOHGf1C5f9rayiIFYj/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 Thermal Analysis Interpreter in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Thermal Analysis Interpreter owners hand off.

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

  • 01

    Materials Scientists

    Hand off raw TGA and DSC datasets to the AI for rapid decomposition analysis.

  • 02

    Chemical Engineers

    Use the agent to estimate kinetic parameters for reaction modeling.

  • 03

    Polymer Researchers

    Delegate phase transition and melting point detection to your AI client.

FAQ

Questions Thermal Analysis Interpreter owners ask.

  • 01

    What types of thermal data can this MCP process?

    This MCP processes Thermogravimetric Analysis (TGA), Differential Scanning Calorimetry (DSC), and Differential Thermal Analysis (DTA) datasets.

  • 02

    Which AI clients can I use with this MCP?

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

  • 03

    Can the AI calculate activation energy?

    Yes, the estimate_kinetics capability allows your agent to provide activation energy and reaction order based on heating rates.

  • 04

    How does the MCP handle enthalpy?

    The quantify_enthalpy capability calculates the energy associated with specific thermal events in your data.

  • 05

    Do I need to host the MCP myself?

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

  • 06

    What types of thermal data can this server process?

    The server processes TGA, DSC, and DTA data to extract stability, phase transition, and kinetic information.

  • 07

    How do I use the TGA stability capability?

    You can use analyze_tga_stability by providing the temperature program as an array of temperature and mass points.

  • 08

    Can I calculate enthalpy for a specific temperature range?

    Yes, the quantify_enthalpy capability calculates the energy associated with a transition between a specified start and end temperature.

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