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Connect Transition Metal Chemistry Predictor 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. Calculate complex properties and molecular geometries instantly.

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 Transition Metal Chemistry.

  1. 01

    Determine geometry and splitting

    This capability identifies the most likely molecular geometry and the specific nature of the crystal field splitting.

  2. 02

    Get electron configuration

    Use this to find the exact d-electron count for a specific metal and its oxidation state.

  3. 03

    Predict magnetic properties

    This capability determines if a complex is paramagnetic or diamagnetic and calculates the magnetic moment.

  4. 04

    Predict optical properties

    This capability predicts the observed color of a complex based on its electronic transitions.

Real work

What teams actually run

01

Predicting Complex Color

Use the optical capabilities to determine what color a specific metal complex will appear in a lab setting.

02

Analyzing Magnetism

Determine if a new coordination compound will be paramagnetic or diamagnetic.

03

Geometry Verification

Check if a specific metal configuration will result in a Jahn-Teller distortion.

04

Oxidation State Analysis

Quickly find d-electron counts for various metal ions and oxidation states.

One connector, every AI

Transition Metal Chemistry 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 Transition Metal Chemistry 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

890ms average. Fast in production.

Transition Metal Chemistry is checked daily against the live service.

Daily averagePeak 1423ms
Oct 3Today
Fastest day
719ms
Slowest day
1423ms
14-day trend
Slowing+32%

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 Transition Metal Chemistry, so you can see the experience inside your AI.

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

Transition Metal Chemistry Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_9F8ww4uyIpuIQXdaVEsVqGLwmeJ9lMczdbZZWC08/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 — Transition Metal Chemistry capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "transition-metal-chemistry-predictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_9F8ww4uyIpuIQXdaVEsVqGLwmeJ9lMczdbZZWC08/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 Transition Metal Chemistry in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Transition Metal Chemistry owners hand off.

This MCP is designed for professionals and students working in inorganic chemistry and spectroscopy.

  • 01

    Inorganic Chemists

    They hand off complex property calculations to the AI to speed up research.

  • 02

    Chemistry Students

    They use the capabilities to verify homework solutions and understand coordination geometry.

  • 03

    Materials Scientists

    They use the magnetic and optical predictions to model new metal-based materials.

FAQ

Questions Transition Metal Chemistry owners ask.

  • 01

    What AI clients can use this MCP?

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

  • 02

    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.

  • 03

    Can it predict Jahn-Teller distortions?

    Yes, the determine_geometry_and_splitting capability identifies molecular shapes and Jahn-Teller distortions.

  • 04

    Does it calculate magnetic moments?

    Yes, the predict_magnetic_properties capability calculates the magnetic moment and determines magnetism type.

  • 05

    How does it determine color?

    The predict_optical_properties capability predicts color based on electronic transitions within the complex.

  • 06

    What can this capability predict?

    It predicts d-electron configurations, magnetic properties (paramagnetic/diamagnetic), molecular geometry, and the observed color of transition metal complexes.

  • 07

    Does it account for Jahn-Teller distortion?

    Yes, the determine_geometry_and_splitting capability identifies if a complex is subject to Jahn-Teller distortion.

  • 08

    How do I find the color of a complex?

    You can use the predict_optical_properties capability by providing the d-electron count, spin state, and splitting magnitude.

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