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Connect Validation Parameter Calculator 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. Automate your analytical method validation calculations.

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 Validation Parameter Calculator.

  1. 01

    Calculate accuracy

    This capability calculates method accuracy by determining the percent recovery from your data.

  2. 02

    Calculate linearity and range

    Use this to validate the linear relationship between concentration and response through regression analysis.

  3. 03

    Calculate precision

    This capability evaluates method precision across different levels to check for repeatability.

  4. 04

    Evaluate method suitability

    This capability checks if your method meets specific acceptance criteria for robustness and system suitability.

Real work

What teams actually run

01

Method Development

Quickly check the linearity and range of a new analytical method.

02

Routine Quality Control

Verify that daily system suitability results fall within acceptable limits.

03

Validation Reporting

Generate accuracy and precision data for regulatory documentation.

04

Robustness Testing

Check if small variations in method parameters affect the results.

One connector, every AI

Validation Parameter Calculator 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 Validation Parameter Calculator 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

882ms average. Fast in production.

Validation Parameter Calculator is checked daily against the live service.

Daily averagePeak 1150ms
Oct 3Today
Fastest day
714ms
Slowest day
1150ms
14-day trend
Improving-20%

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 Validation Parameter Calculator, so you can see the experience inside your AI.

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

Validation Parameter Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_1zJ0TvAnb6DTUjwUqzsUEUmKIy5yOWi5xAXCc5aa/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 — Validation Parameter Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "validation-parameter-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_1zJ0TvAnb6DTUjwUqzsUEUmKIy5yOWi5xAXCc5aa/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 Validation Parameter Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Validation Parameter Calculator owners hand off.

This MCP is built for professionals in regulated laboratory environments who need to automate statistical validation.

  • 01

    Analytical Chemists

    They hand off raw measurement data to the AI to get instant validation parameters.

  • 02

    Quality Control Specialists

    They use the capability to verify if method results meet established suitability criteria.

  • 03

    Pharmaceutical Researchers

    They use it to quickly calculate accuracy and linearity during method development.

FAQ

Questions Validation Parameter Calculator owners ask.

  • 01

    What guidelines does this MCP follow?

    The capabilities are designed to follow ICH Q2 guidelines for analytical method validation.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    What kind of calculations can it perform?

    It performs accuracy calculations via percent recovery, precision evaluations, linear regression, and suitability checks.

  • 04

    Do I need to host the MCP myself?

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

  • 05

    How does it handle suitability testing?

    It compares your robustness and suitability results against the specific thresholds you provide.

  • 06

    Which guidelines does this capability follow?

    The calculations are designed to align with the International Council for Harmonisation (ICH) Q2 guidelines for analytical procedure validation.

  • 07

    Can I calculate both repeatability and intermediate precision?

    Yes, by using calculate_precision, you can evaluate intra-day repeatability or inter-day intermediate precision depending on the input groups provided.

  • 08

    How is linearity verified?

    The calculate_linearity_and_range capability calculates the correlation coefficient, slope, and intercept to confirm the linear relationship between concentration and response.

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