• TRACEABILITY
  • VERIFICATION
  • SAFETY
  • HUMAN

How to validate engineering calculations with your AI

Connect this MCP to your AI client to turn black-box math into a transparent, step-by-step audit trail.

Ask AI about this page

Short answer

How can I make sure my AI isn't hallucinating math?

Instead of trusting a single number, you force your AI to show its work by extracting every input, formula, and safety factor used. This turns a guess into a verifiable engineering document. You get a full breakdown of the logic below.

The outcomes

What you get from the validation process

The AI processes your raw data and returns these specific outputs.

TRACEABILITY

Full input logs

The AI lists every constant, variable, and unit used in the calculation. You can see exactly where every number came from.

VERIFICATION

Methodology audit

The agent identifies the specific formulas and standards applied. It maps the logic to ensure the math follows established engineering principles.

SAFETY

Margin analysis

The AI checks your safety factors and tolerances. It flags if a result sits too close to a failure threshold.

HUMAN

Review ready reports

You receive a structured summary designed for a human engineer to sign off on. The AI provides the reasoning, but you provide the final approval.

The workflow

What your AI does when the calculation arrives.

The AI moves from raw data to a structured, defensible proof.

  1. Deconstruct inputs

    The AI pulls apart your prompt or document to isolate every numerical value and unit.

    validate_engineering_reasoning

  2. Map the logic

    It identifies the mathematical path and the specific engineering methods required for the problem.

    validate_engineering_reasoning

  3. Check safety bounds

    The agent evaluates the results against defined safety margins and limits.

    validate_engineering_reasoning

  4. Generate proof

    The AI assembles a traceable report showing the math, the inputs, and the final result.

    validate_engineering_reasoning

Try it

Copy these to start.

Use these prompts to trigger the validation process immediately.

Starting points

Swap the bracketed text for your specific project details or spreadsheet data.

Engineering Reasoning Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_evVhqNwraXjDg5N7DIzjotyeEAiGwB67YHPz1Pel/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 — Engineering Reasoning Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "engineering-reasoning-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_evVhqNwraXjDg5N7DIzjotyeEAiGwB67YHPz1Pel/mcp"
    }
  }
}
Copy into chat04

  • Validate the beam deflection calculation in this PDF and show all safety margins.

  • Check the pressure vessel math in my spreadsheet and list every input used.

  • Review this structural load calculation and flag any errors in the formula application.

  • Walk through the step-by-step reasoning for this thermal expansion result.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Engineering Reasoning Prover once, then ask.

One click connects this MCP to your preferred client. Your credentials stay encrypted and your data stays under your control.

Connect Engineering Reasoning Prover to your AI

FAQ

How the validation works

  • 01

    Can the AI change my original design files?

    No. The AI only reads your data to perform the validation. It cannot modify your source files or CAD models.

  • 02

    Does the AI perform the actual engineering design?

    No. The AI validates the math and the reasoning. The final design decisions and professional responsibility remain with you.

  • 03

    What happens if the math is wrong?

    The AI will flag the discrepancy in its reasoning report, showing you exactly where the calculation diverged from the expected method.

  • 04

    Does it support custom units?

    Yes, as long as you specify the units in your prompt or data, the AI will include them in the traceability log.

  • 05

    Can I use this with any AI client?

    Yes, you can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • More questions about Engineering Reasoning Prover? The Connector page answers them. See everything the Engineering Reasoning Prover Connector can do

Connect Engineering Reasoning Prover to Claude, Cursor, ChatGPT & more