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Connect Sampling Plan Designer to ChatGPT, Claude and Gemini

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. Build statistically rigorous quality control plans in seconds.

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 Sampling Plan Designer.

  1. 01

    Calculate basic plan

    This capability calculates the necessary sample size and acceptance numbers based on your target quality and risk levels.

  2. 02

    Compare plans

    Use this to evaluate two different sampling plans to see which one is more stringent or carries less risk.

  3. 03

    Get oc curve data

    This capability generates the specific data points you need to plot an Operating Characteristic curve for any given plan.

  4. 04

    Lookup standard plan

    This capability pulls pre-defined sampling plans from ISO 2859 or ANSI/ASQ tables using your lot size and inspection level.

Real work

What teams actually run

01

Standard Compliance Check

You need to ensure a lot of 1000 units follows ISO 2859 General II inspection rules.

02

Risk Assessment

You want to see if a smaller sample size increases your consumer risk too much.

03

Plan Optimization

You need to find the best sample size and acceptance number for a specific AQL and risk level.

04

Visualizing Risk

You need the data points to create an OC curve to present to a stakeholder.

One connector, every AI

Sampling Plan Designer 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 Sampling Plan Designer 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

872ms average. Fast in production.

Sampling Plan Designer is checked daily against the live service.

Daily averagePeak 1122ms
Oct 3Today
Fastest day
724ms
Slowest day
1122ms
14-day trend
Improving-13%

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 Sampling Plan Designer, so you can see the experience inside your AI.

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

Sampling Plan Designer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_FXsfft823H396NPVt12UywvRPYlb2beY37hY8K3s/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 — Sampling Plan Designer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sampling-plan-designer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_FXsfft823H396NPVt12UywvRPYlb2beY37hY8K3s/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 Sampling Plan Designer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Sampling Plan Designer owners hand off.

This MCP is built for professionals managing quality assurance and statistical process control in manufacturing or supply chain environments.

  • 01

    Quality Engineers

    They hand off the math for sample size determination and standard plan lookups to the AI.

  • 02

    Production Managers

    They use the AI to quickly compare inspection plans for different production lots.

  • 03

    Supply Chain Analysts

    They use the capability to verify that incoming material inspection plans meet ISO or ANSI standards.

FAQ

Questions Sampling Plan Designer owners ask.

  • 01

    Which industry standards are supported?

    The MCP supports ISO 2859 and ANSI/ASQ sampling standards.

  • 02

    Can I use this to compare two different inspection plans?

    Yes, you can use the compare_plans capability to see which plan is more conservative for a specific defect rate.

  • 03

    Does this MCP provide data for graphing?

    Yes, the get_oc_curve_data capability provides the data points needed to plot Operating Characteristic curves.

  • 04

    What kind of AI clients can I use this with?

    You can use this with any MCP-compatible client, including Claude, Cursor, and Windsurf.

  • 05

    How do I get the sample size for a specific AQL?

    You can use the calculate_basic_plan capability by providing your target AQL and risk levels.

  • 06

    How do I generate a plan based on specific risk levels?

    You can use the calculate_basic_plan capability by providing the lot size, target AQL, producer risk, and consumer risk.

  • 07

    Can I use industry standards like ISO 2859?

    Yes, the lookup_standard_plan capability allows you to retrieve plans directly from ISO 2859 and ANSI/ASQ tables.

  • 08

    How can I compare two different sampling plans?

    Use the compare_plans capability to evaluate two plans against a specific defect rate to see which is more stringent.

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