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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
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Use Cell Viability Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate cell viability, IC50, and growth inhibition from assay data.

Included with plan

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

Complete set · 4 capabilities

The complete Cell Viability Engine capability set.

These are the exact actions your AI can choose when you ask it to work with Cell Viability Engine.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Cell Viability Engine.

  1. 01

    Summarize assay

    Aggregates multiple data points into a structured report of an experiment's findings

  2. 02

    Viability percentage

    Calculates the percentage of surviving cells for a specific treatment relative to the control

  3. 03

    Estimate ic50

    Estimates the concentration of a drug that causes 50% reduction in viability

  4. 04

    Growth inhibition

    Determines the percentage of cell growth that has been suppressed by a treatment

Observed, not estimated

850ms average. Fast in production.

Cell Viability Engine is checked daily against the live service.

Daily averagePeak 1454ms
Aug 29Today
Fastest day
792ms
Slowest day
1454ms
14-day trend
Improving-34%

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 Cell Viability Engine, so you can see the experience inside your AI.

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

Cell Viability Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_v7TYMPsfLMMfryCJP6j5lpW07yBUdhP1QBpBEtGF/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 — Cell Viability Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cell-viability-calculation-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_v7TYMPsfLMMfryCJP6j5lpW07yBUdhP1QBpBEtGF/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

FAQ

Questions Cell Viability Engine owners ask.

  • 01

    What assay types are supported?

    The engine supports metabolic assays (like MTT) and membrane integrity assays (like Trypan Blue).

  • 02

    How do I calculate the IC50?

    You can use the estimate_ic50 capability by providing arrays of concentrations and their corresponding viability percentages.

  • 03

    Can I get a full report of my experiment?

    Yes, the summarize_assay capability aggregates average viability, inhibition range, and IC50 into a single report.

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