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Connect Mass Balance Calculator 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. Solve complex chemical process mass balances 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 · 5 capabilities

We ship only the actions that matter.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 5 available through Mass Balance Calculator.

  1. 01

    Analyze stream composition

    This capability validates and normalizes the chemical composition of a specific stream.

  2. 02

    Calculate unknown flow rate

    Use this to find a missing mass flow rate at a specific junction.

  3. 03

    Compute component balance

    This capability calculates the mass of a specific chemical species across a single unit or junction.

Capability set02 / 02

04-05

2 capabilities in this set.

Part of 5 available through Mass Balance Calculator.

  1. 04

    Evaluate recycle and purge

    This capability checks if a recycle loop is accumulating mass or if a purge stream is sufficient.

  2. 05

    Solve reaction balance

    Use this to calculate the mass of products generated or reactants consumed during a reaction.

Real work

What teams actually run

01

Steady-State Verification

Check if a recycle loop is accumulating mass or if the purge is sufficient.

02

Reactor Yield Analysis

Determine the mass of products generated based on reactant consumption.

03

Flow Rate Troubleshooting

Solve for a missing flow rate at a junction when only partial data is available.

04

Composition Auditing

Normalize and validate chemical stream compositions for process modeling.

One connector, every AI

Mass Balance Calculator 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 Calculator 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

908ms average. Fast in production.

Mass Balance Calculator is checked daily against the live service.

Daily averagePeak 1130ms
Oct 3Today
Fastest day
703ms
Slowest day
1130ms
14-day trend
Slowing+9%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Calculator, so you can see the experience inside your AI.

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

Mass Balance Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_4VvrfV7v8BWz5E8SHySWZehdrnEpcv159hnHAsks/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 Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mass-balance-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4VvrfV7v8BWz5E8SHySWZehdrnEpcv159hnHAsks/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 Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mass Balance Calculator owners hand off.

This MCP is built for engineers working with continuous or batch chemical processes.

  • 01

    Chemical Engineers

    Hand off mass balance verification and stoichiometry calculations to the agent.

  • 02

    Process Control Engineers

    Use the agent to check loop stability and purge requirements.

  • 03

    Process Modelers

    Delegate stream normalization and component tracking to the AI.

FAQ

Questions Mass Balance Calculator owners ask.

  • 01

    What can this MCP do for chemical engineering?

    It performs mass conservation, stream normalization, stoichiometry, and recycle loop stability checks.

  • 02

    Which AI clients can use this MCP?

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

  • 03

    Can it solve for missing flow rates?

    Yes, the calculate_unknown_flow_rate capability finds missing mass flow rates at junctions.

  • 04

    Does it handle chemical reactions?

    Yes, the solve_reaction_balance capability calculates product and reactant mass changes.

  • 05

    How does it handle recycle loops?

    The evaluate_recycle_and_purge capability checks if a loop is accumulating mass or if the purge is adequate.

  • 06

    How does the capability handle non-normalized stream compositions?

    The analyze_stream_composition capability automatically normalizes mass fractions so they sum to exactly 1.0 while maintaining their relative proportions.

  • 07

    Can I use this to check for mass accumulation in recycle loops?

    Yes, the evaluate_recycle_and_purge capability specifically checks if a recycle loop is accumulating mass or if the purge stream is sufficient to maintain steady state.

  • 08

    Does it support chemical reaction stoichiometry?

    Yes, solve_reaction_balance calculates the mass of products generated or reactants consumed based on provided stoichiometric coefficients and conversion rates.

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