An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Product Quality Specification Engine 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. Verify product properties against global standards instantly.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

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 Product Quality Specification.

  1. 01

    List regional standards tool

    This capability pulls a list of all standards that apply to a specific geographic area.

  2. 02

    Get standard limits tool

    Use this to find the specific property ranges allowed by a particular standard in a given region.

  3. 03

    Verify compliance tool

    This capability checks if your product properties meet standard requirements while factoring in seasonal and regional changes.

  4. 04

    Calculate adjustment strategy tool

    This capability provides the specific math needed to correct a property that has fallen out of compliance.

Real work

What teams actually run

01

Batch Validation

Verify an entire production batch against specific regional standards before shipping.

02

Seasonal Adjustments

Recalculate compliance thresholds when environmental conditions change between seasons.

03

Real-time Error Correction

Get immediate adjustment instructions when a sensor detects a property out of range.

04

Global Market Entry

Identify which standards your product must meet for a new geographic region.

One connector, every AI

Product Quality Specification 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 Product Quality Specification 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

917ms average. Fast in production.

Product Quality Specification is checked daily against the live service.

Daily averagePeak 984ms
Oct 3Today
Fastest day
755ms
Slowest day
984ms
14-day trend
Stable+2%

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 Product Quality Specification, so you can see the experience inside your AI.

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

Product Quality Specification Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_u4kZpZGy2JtaOzdLjPDtqRCmFfhsVRmdzPxEb0Hq/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 — Product Quality Specification capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "product-quality-specification-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_u4kZpZGy2JtaOzdLjPDtqRCmFfhsVRmdzPxEb0Hq/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 Product Quality Specification in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Product Quality Specification owners hand off.

This MCP is built for professionals managing manufacturing standards and regulatory adherence.

  • 01

    Quality Assurance Managers

    They hand off measurement data to the AI to verify it against global standards.

  • 02

    Manufacturing Engineers

    They use the adjustment strategies to correct production deviations in real time.

  • 03

    Compliance Officers

    They rely on the capability to ensure regional and seasonal regulatory requirements are met.

FAQ

Questions Product Quality Specification owners ask.

  • 01

    How does this MCP handle different regions?

    It uses the list_regional_standards_tool to identify applicable standards and adjusts limits based on the specific geography.

  • 02

    Can it account for weather or season changes?

    Yes, the verify_compliance_tool factors in seasonal environmental variations when checking product properties.

  • 03

    What happens if a product is not compliant?

    The agent can use the calculate_adjustment_strategy_tool to find the recommended change needed to bring the property back into the required range.

  • 04

    Which standards are supported?

    The capability supports various international standards, including ASTM and EN, by pulling data through its specific limit and regional capabilities.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP, so you just connect your client and start using the capabilities.

  • 06

    How does the engine handle seasonal variations?

    The engine applies seasonal offsets to standard limits, ensuring that compliance is checked against adjusted bounds that account for environmental factors like temperature or humidity. Capabilities available: verify_compliance_tool, get_standard_limits_tool, calculate_adjustment_strategy_tool.

  • 07

    Can I check compliance for different regions?

    Yes, you can use list_regional_standards to find applicable standards for a territory and then use verify_compliance to check products against those regional requirements.

  • 08

    What happens if a product is non-compliant?

    If a property fails, you can use calculate_adjustment_strategy to receive a recommended direction and magnitude for correcting the production process.

Explore

More in Compliance

Suggestions

Connect Product Quality Specification to Claude, Cursor, ChatGPT & more