• SECURITY
  • OBSERVABILITY
  • LOGIC
  • HUMAN

How to harden AI generated code with your AI

Connect this MCP to your agent to stop blindly accepting code that lacks security protocols or monitoring. It forces your AI to audit its own logic.

Ask AI about this page

Short answer

How can I make my AI code more secure and observable?

You use this MCP to force your AI to decompose requirements into specific security and observability tasks. It identifies what's missing from a feature design so you don't ship vulnerable or unmonitored code. You get a structured list of gaps to fill.

Where the gaps land.

The audit outcomes.

The AI categorizes every missing requirement into specific buckets for your review.

SECURITY

Missing security protocols

The AI flags where your design lacks authentication, authorization, or encryption. You get a list of specific vulnerabilities to patch.

OBSERVABILITY

Missing telemetry needs

It identifies where you'll be blind in production. You get a list of required logs, metrics, and traces for the new feature.

LOGIC

Requirement gaps

The AI finds holes in the actual feature logic. It points out where the design fails to meet the original intent.

HUMAN

Manual review needed

The AI hands off the most critical architectural contradictions to you. You decide how to resolve the conflict between speed and safety.

The workflow

What your AI does when a design arrives.

The AI stops acting as a simple coder and starts acting as a skeptical architect.

  1. Decompose requirements

    The AI breaks your feature request into granular technical requirements. It looks for the hidden dependencies in your design.

    validate_requirement_decomposition

  2. Identify security holes

    It scans the decomposed requirements for missing security layers. It looks for where data is exposed or access is unverified.

    validate_requirement_decomposition

  3. Map observability needs

    The AI determines what telemetry is required to run the feature safely. It lists the specific metrics and logs you'll need.

    validate_requirement_decomposition

  4. Flag contradictions

    The AI finds where your security needs clash with your feature goals. It highlights these conflicts so you can fix them early.

    validate_requirement_decomposition

Try it

Copy these to start.

Use these prompts to trigger the hardening process.

Starting points

These are opening lines. Swap the bracketed text for your actual feature descriptions or repo paths.

Requirement Decomposition Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wKKWlM4bLEOHXMKPLAPFjHlWrj3rYTEMtRGByWPB/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 — Requirement Decomposition Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "requirement-decomposition-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wKKWlM4bLEOHXMKPLAPFjHlWrj3rYTEMtRGByWPB/mcp"
    }
  }
}
Copy into chat04

  • Decompose the requirements for this feature in my current repo and find the security gaps.

  • Analyze this design document for missing observability and telemetry requirements.

  • Check the requirements for this new API endpoint against standard security protocols.

  • Review my feature design for any logical contradictions between performance and security.

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

Start here

Connect Requirement Decomposition Prover once, then ask.

One click connects this MCP to your client. Your credentials stay encrypted, and you can start auditing code immediately.

Connect Requirement Decomposition Prover to your AI

FAQ

How this task behaves.

  • 01

    Does the AI write the security code for me?

    No. The AI identifies the missing protocols and requirements, but you must write the actual implementation code.

  • 02

    Can the AI change my existing files?

    No. This MCP only reads and analyzes your requirements and designs to find gaps. It does not modify your source code.

  • 03

    Will it catch every single security vulnerability?

    No. It identifies missing requirements based on the design you provide. It cannot catch runtime exploits or zero-day vulnerabilities in third-party libraries.

  • 04

    How does it know what is missing?

    It uses the validate_requirement_decomposition tool to compare your feature design against a structured set of security and observability standards.

  • 05

    Do I need to provide a formal spec?

    No. You can provide a rough feature description or a markdown file, and the AI will attempt to decompose it into actionable requirements.

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

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