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Connect Structural Isomer Counter 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. Get precise isomer counts and structural details 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 Structural Isomer Counter.

  1. 01

    Get isomer classification

    This capability sorts isomers into specific groups like chain, position, or functional group types. It helps your agent organize structural variations logically.

  2. 02

    Get isomer count

    This capability calculates the total number of unique constitutional isomers for a specific molecular formula. It provides the exact count your agent needs for analysis.

  3. 03

    List isomer details

    This capability returns a full breakdown of every isomer, including its systematic IUPAC name and condensed formula. It provides the structural specifics for each variation.

  4. 04

    Validate formula feasibility

    This capability checks if a molecular formula is chemically possible under standard valence rules. It prevents your agent from attempting to analyze impossible structures.

Real work

What teams actually run

01

Isomer Enumeration

When you need to know every possible way to arrange a specific molecular formula.

02

Structural Verification

Checking if a proposed IUPAC name matches a specific condensed formula.

03

Formula Sanity Checks

Verifying that a formula doesn't violate valence rules before starting a project.

04

Classification Tasks

Sorting a list of isomers into functional group or position categories.

One connector, every AI

Structural Isomer Counter 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 Structural Isomer Counter 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

894ms average. Fast in production.

Structural Isomer Counter is checked daily against the live service.

Daily averagePeak 1067ms
Oct 3Today
Fastest day
768ms
Slowest day
1067ms
14-day trend
Stable+3%

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 Structural Isomer Counter, so you can see the experience inside your AI.

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

Structural Isomer Counter Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_RgiEijJHgTb9cfp4pEcWbjSjxz2EG0IzkhcyEIpI/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 — Structural Isomer Counter capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "structural-isomer-counter-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_RgiEijJHgTb9cfp4pEcWbjSjxz2EG0IzkhcyEIpI/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 Structural Isomer Counter in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Structural Isomer Counter owners hand off.

This MCP is built for anyone performing organic chemistry research or education who needs to automate structural analysis.

  • 01

    Organic Chemists

    They hand off the tedious task of isomer enumeration and classification to their AI agent.

  • 02

    Chemistry Students

    They use the capability to verify their own structural drawings and isomer counts.

  • 03

    Computational Researchers

    They use it to validate the feasibility of molecular formulas before running simulations.

FAQ

Questions Structural Isomer Counter owners ask.

  • 01

    What kind of isomers does this MCP handle?

    This MCP focuses on identifying and counting unique constitutional isomers for organic molecular formulas.

  • 02

    Can it tell me if a formula is impossible?

    Yes, the validation capability checks if a formula is feasible based on standard organic valence rules.

  • 03

    Does it provide IUPAC names?

    Yes, the capability provides detailed structural information including systematic IUPAC names and condensed formulas.

  • 04

    How do I use this with Claude or Cursor?

    You connect your client to the Vinkius platform, and the capabilities become available for your agent to call automatically.

  • 05

    Can it categorize isomers?

    Yes, it can segregate isomers into groups based on their specific type of structural isomerism.

  • 06

    What types of isomers are supported?

    The capability identifies constitutional isomers, specifically covering chain, position, and functional group isomers.

  • 07

    How can I check if a formula is valid?

    You can use the validate_formula_feasibility capability to check if a molecular formula follows standard organic valence rules.

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