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Connect Gravimetric Analysis Calculator 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. Get precise quantitative chemical data from precipitate measurements.

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 Gravimetric Analysis Calculator.

  1. 01

    Analyze gravimetric results

    This capability calculates fundamental analyte properties from your measured precipitate data.

  2. 02

    Calculate ignition impact

    Use this to determine the specific mass lost during the heating or ignition phase.

  3. 03

    Convert stoichiometry to factor

    This capability simplifies the conversion between molar mass ratios and the gravimetric factor.

  4. 04

    Validate drying completeness

    This capability checks if a precipitate has reached a stable mass through repeated heating cycles.

Real work

What teams actually run

01

Quantitative Composition Analysis

Determine the exact percentage of an analyte in a sample using measured precipitate mass.

02

Drying Verification

Confirm a precipitate is fully dry by checking for mass stability across heating cycles.

03

Ignition Loss Assessment

Calculate the mass lost during high-temperature heating to account for impurities or volatiles.

04

Stoichiometric Scaling

Convert molar mass ratios into usable gravimetric factors for large datasets.

One connector, every AI

Gravimetric Analysis 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 Gravimetric Analysis 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

854ms average. Fast in production.

Gravimetric Analysis Calculator is checked daily against the live service.

Daily averagePeak 1131ms
Oct 4Today
Fastest day
659ms
Slowest day
1131ms
14-day trend
Slowing+16%

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 Gravimetric Analysis Calculator, so you can see the experience inside your AI.

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

Gravimetric Analysis Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_oYjmnIOh6bD40Ij5gLgJ92Jdz1BK0R2cZph8zSru/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 — Gravimetric Analysis Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "gravimetric-analysis-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_oYjmnIOh6bD40Ij5gLgJ92Jdz1BK0R2cZph8zSru/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 Gravimetric Analysis Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Gravimetric Analysis Calculator owners hand off.

This MCP is designed for professionals working in analytical chemistry and laboratory environments.

  • 01

    Analytical Chemists

    They hand off raw precipitate mass data to the AI to get rapid composition results.

  • 02

    Laboratory Technicians

    They use the capability to verify drying completeness and ignition loss during routine testing.

  • 03

    Chemical Researchers

    They rely on the stoichiometric conversion capabilities to maintain accuracy in complex experiments.

FAQ

Questions Gravimetric Analysis Calculator owners ask.

  • 01

    What can this MCP calculate?

    It calculates analyte mass, gravimetric factors, percentage composition, and ignition loss.

  • 02

    How do I check if a precipitate is dry?

    You can use the validate_drying_completeness capability to see if the mass has stabilized after repeated heating.

  • 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 this handle stoichiometry?

    Yes, the convert_stoichiometry_to_factor capability handles the conversion between molar mass ratios and gravimetric factors.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect.

  • 06

    How do I calculate the analyte mass?

    You can use the analyze_gravimetric_results capability by providing the precipitate mass, the stoichiometric ratio, and the total sample mass.

  • 07

    Can I check if my sample is fully dried?

    Yes, use the validate_drying_completeness capability with a sequence of mass readings to check if the mass has stabilized.

  • 08

    How is the gravimetric factor determined?

    The convert_stoichiometry_to_factor capability calculates the factor using the molar masses of the analyte and precipitate along with the stoichiometric coefficient.

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