• CRITICAL
  • LOGICAL
  • TREND
  • HUMAN

How to validate system architecture designs with your AI

Connect this MCP to your AI client to audit your technical designs. It forces your agent to ignore trends and focus on hard constraints.

Ask AI about this page

Short answer

Can my AI check if my architecture actually works?

Yes. Your AI uses this MCP to strip away buzzwords and test your design against physics, math, and logic. You get a breakdown of where your plan hits a hard wall.

Validation outcomes

Where your design lands.

The AI categorizes every finding based on the severity of the constraint violation.

CRITICAL

Physical impossibility

The AI identifies where your design breaks laws of physics or math. These are non-negotiable failures that require a total rethink.

LOGICAL

Constraint violations

The agent finds gaps where your logic fails to meet your stated requirements. It highlights where the math doesn't add up.

TREND

Hype vs Reality

The AI flags components that rely on industry trends rather than proven constraints. It separates what is 'cool' from what is functional.

HUMAN

Expert review needed

The AI flags complex trade-offs that require your judgment. It won't make the final call on subjective design choices.

The workflow

What your AI does when the design arrives.

The AI moves from raw data to a stripped-down mathematical model.

  1. Deconstruct design

    Your agent breaks your architecture into its fundamental components. It ignores the marketing names and looks at the raw inputs and outputs.

    validate_first_principles

  2. Apply constraints

    The AI runs the components against mathematical and physical limits. It checks for bottlenecks and resource exhaustion.

    validate_first_principles

  3. Identify failures

    The agent finds where the math breaks. It pinpoints exactly which constraint is being violated by your current setup.

    validate_first_principles

  4. Summarize gaps

    The AI produces a list of where your design is physically or logically impossible. It leaves the final decision to you.

    validate_first_principles

Try it

Copy these to start.

Use these prompts to begin the validation process.

Starting points

Replace the bracketed text with your specific design details or file paths.

First Principles Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_pp4uUsix9xan1UJeLTzZUUEkcW2z3K8yJ3NYaBFy/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 — First Principles Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "first-principles-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_pp4uUsix9xan1UJeLTzZUUEkcW2z3K8yJ3NYaBFy/mcp"
    }
  }
}
Copy into chat04

  • Validate this system architecture for physical constraints: [paste design description]

  • Check this network topology against mathematical throughput limits: [paste topology]

  • Audit this database schema for logical consistency using first principles: [paste schema]

  • Does this distributed system design violate any fundamental laws of computation? [paste design]

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

Start here

Connect First Principles Prover once, then ask.

One click connects this MCP to your preferred client. Your credentials stay encrypted and the setup is handled on our end.

Connect First Principles Prover to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my architecture for me?

    No. The AI only identifies violations and provides the mathematical reasoning. You must make all design changes yourself.

  • 02

    Will the AI suggest new industry trends to follow?

    No. This MCP is specifically designed to strip away trends and focus on hard constraints like physics and math.

  • 03

    Does it work with my existing diagrams?

    It works with any text-based description or data you provide that your AI client can read.

  • 04

    Can the AI delete my design files?

    No. The tool only reads your data to perform validation; it has no capability to modify or delete your files.

  • 05

    Does it handle subjective design choices?

    No. If a design choice is a matter of preference rather than a mathematical constraint, the AI will flag it for your human review.

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

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