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Connect Functional Group Identification 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. Analyze molecular structures and predict chemical behavior 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 Functional Group Identification.

  1. 01

    Analyze group interactions

    This capability examines how multiple functional groups within the same molecule influence each other's properties.

  2. 02

    Get characteristic reactions

    Your agent uses this to pull a list of common chemical reactions the molecule is likely to undergo.

  3. 03

    Identify groups

    This capability finds all functional groups present in a given molecular description or SMILES string.

  4. 04

    Predict reactivity

    This capability determines the chemical behavior and reactivity levels of the functional groups you have identified.

Real work

What teams actually run

01

Reaction Planning

Use the MCP to find likely reaction pathways for a new target molecule.

02

Structure Verification

Confirm the presence of specific functional groups in a provided SMILES string.

03

Reactivity Assessment

Predict how a molecule will behave under specific chemical conditions.

04

Molecular Design

Analyze how adding a new group will change the existing molecule's properties.

One connector, every AI

Functional Group Identification 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 Functional Group Identification 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

1370ms average. Fast in production.

Functional Group Identification is checked daily against the live service.

Daily averagePeak 1370ms
Oct 16Today
Fastest day
1370ms
Slowest day
1370ms
14-day trend
Stable0%

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 Functional Group Identification, so you can see the experience inside your AI.

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

Functional Group Identification Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_XuhTWzwNFLs3FioOsqW5Xh9HMzFv1p0hffpuFQ0C/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 — Functional Group Identification capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "functional-group-identification-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XuhTWzwNFLs3FioOsqW5Xh9HMzFv1p0hffpuFQ0C/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 Functional Group Identification in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Functional Group Identification owners hand off.

This MCP is built for professionals working in organic synthesis and molecular modeling.

  • 01

    Organic Chemists

    They hand off structural analysis and reaction prediction to the AI.

  • 02

    Medicinal Chemists

    They use the capability to evaluate how functional group changes might affect molecular behavior.

  • 03

    Computational Chemists

    They use the interaction analysis to validate structural models.

FAQ

Questions Functional Group Identification owners ask.

  • 01

    What input formats does this MCP support?

    The MCP works with SMILES strings and spectral data to identify functional groups.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf.

  • 03

    Does it predict how groups affect each other?

    Yes, the analyze_group_interactions capability specifically looks at steric and electronic effects between groups.

  • 04

    How does it help with reaction planning?

    The get_characteristic_reactions capability provides a list of likely reactions based on the molecule's functional groups.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP so it is ready to use immediately upon connection.

  • 06

    Can I use spectral data for identification?

    Yes, the identify_groups capability supports both structural representations like SMILES and spectral data descriptions.

  • 07

    How does the capability handle group interactions?

    You can use analyze_group_interactions to evaluate how the proximity and structural relationship of groups affect their properties.

  • 08

    Does it predict reaction products?

    Yes, get_characteristic_reactions provides expected products and suggested reagents for the identified groups.

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