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Connect Mass Balance Analytical 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. Verify chemical procedure accuracy and mass distribution 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 Mass Balance Analytical.

  1. 01

    Calculate method efficiency

    Use this to evaluate how effective your entire analytical process was based on your input data.

  2. 02

    Calculate overall recovery

    This capability determines the total percentage of a target substance successfully recovered from your initial sample.

  3. 03

    Validate procedure compliance

    This capability checks if your current mass balance results meet your specific laboratory quality control thresholds.

  4. 04

    Analyze mass distribution

    This capability breaks down exactly where the initial mass ended up across the different stages of your procedure.

Real work

What teams actually run

01

Process Optimization

Use mass distribution analysis to find exactly where a chemical process is losing material.

02

Quality Assurance

Run compliance checks to ensure every batch meets laboratory standards.

03

Method Validation

Calculate method efficiency to prove a new analytical process works as intended.

04

Mass Balance Auditing

Verify total substance recovery to ensure experimental accuracy.

One connector, every AI

Mass Balance Analytical 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 Mass Balance Analytical 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

866ms average. Fast in production.

Mass Balance Analytical is checked daily against the live service.

Daily averagePeak 1029ms
Oct 3Today
Fastest day
728ms
Slowest day
1029ms
14-day trend
Slowing+11%

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 Mass Balance Analytical, so you can see the experience inside your AI.

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

Mass Balance Analytical Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_5Ly7PQiSN2OqF0XJZXIT9dqA5YPhYB6OJQWNnUCa/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 — Mass Balance Analytical capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mass-balance-analytical-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5Ly7PQiSN2OqF0XJZXIT9dqA5YPhYB6OJQWNnUCa/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 Mass Balance Analytical in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mass Balance Analytical owners hand off.

This MCP is built for professionals working in analytical chemistry and laboratory environments who need to automate mass balance math.

  • 01

    Analytical Chemists

    They hand off raw mass data to the AI to get instant recovery and efficiency metrics.

  • 02

    Lab Managers

    They use the compliance capability to verify that procedure results stay within quality thresholds.

  • 03

    Quality Control Technicians

    They use mass distribution analysis to identify where losses occur in a process.

FAQ

Questions Mass Balance Analytical owners ask.

  • 01

    What can this MCP calculate?

    It calculates overall recovery, method efficiency, and mass distribution across different stages of a procedure.

  • 02

    How does it help with quality control?

    The validate_procedure_compliance capability checks your results against pre-defined quality control thresholds to ensure they meet standards.

  • 03

    Which AI clients can use this MCP?

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

  • 04

    Does it help identify where mass is lost?

    Yes, the analyze_mass_distribution capability breaks down where the initial mass went during the procedure.

  • 05

    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 you connect.

  • 06

    How do I calculate the total recovery of my sample?

    You can use the calculate_overall_recovery capability by providing the initial sample mass and the final detected mass.

  • 07

    Can I check if my results meet laboratory standards?

    Yes, the validate_procedure_compliance capability checks if your recovery percentage falls within your specified target range.

  • 08

    How is method efficiency determined?

    The calculate_method_efficiency capability determines efficiency by multiplying the extraction efficiency and the recovery rate.

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