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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Viral Coefficient Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate K-factor, growth status, and project user base expansion through viral loops.

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 · 3 capabilities

The complete Viral Coefficient Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with Viral Coefficient Calculator.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Viral Coefficient Calculator.

  1. 01

    Evaluate virality

    Classifies as Sub-critical, Critical, or Viral. Evaluate the viral coefficient (K-factor) and growth status

  2. 02

    Estimate doubling period

    Estimate the number of viral cycles needed to double the user base

  3. 03

    Forecast growth trajectory

    Forecast user growth over a specified number of future cycles

Observed, not estimated

615ms average. Fast in production.

Viral Coefficient Calculator is checked daily against the live service.

Daily averagePeak 802ms
Aug 20Today
Fastest day
476ms
Slowest day
802ms
14-day trend
Slowing+19%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Viral Coefficient Calculator, so you can see the experience inside your AI.

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

Viral Coefficient Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_b22lDViEB1htA1wElX8gROaqII9JIxyfNJ6DzNU1/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 — Viral Coefficient Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "viral-coefficient-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_b22lDViEB1htA1wElX8gROaqII9JIxyfNJ6DzNU1/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 Viral Coefficient Calculator owners ask.

  • 01

    What is the K-factor?

    The K-factor (Viral Coefficient) represents the average number of new users generated by a single existing user. It is calculated by multiplying the average number of invitations sent per user by the conversion rate of those invitees.

  • 02

    How do I know if my product is viral?

    A K-factor greater than 1 indicates exponential growth (Viral). A K-factor of exactly 1 represents steady, linear growth (Critical), and a K-factor below 1 means the viral loop will eventually stop without external input (Sub-critical).

  • 03

    Can I project future user growth?

    Yes, by using the forecast_growth_trajectory capability, you can simulate and view the projected total user population for a specific number of future growth cycles.

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