How is the ROI calculated?

ROI is calculated by dividing the total expansion revenue potential by the total investment required, which includes base development costs adjusted for technical feasibility.

Can I compare different expansion strategies?

Yes, you can use the `compare_scenarios` tool to compare the total ROI of two different sets of AI opportunities.

What factors influence the investment required?

The investment required is based on the base development cost and is adjusted by the technical feasibility score; lower feasibility increases the projected cost.

AI Use Case Diversification Engine MCP Connector for Claude

A+

Models revenue growth, investment requirements, and ROI for AI expansion opportunities.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides advanced financial modeling for companies looking to expand their AI portfolio. It calculates expansion revenue potential, required investment, and ROI by analyzing market demand and technical feasibility. Use get_expansion_summary to evaluate groups of opportunities, analyze_opportunity_viability for deep dives into specific use cases, calculate_portfolio_risk to assess technical complexity, and compare_scenarios to weigh different growth strategies.

roirevenueinvestmentmarket-analysisai-strategy

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_x8Yo7af1edezs0pIHwaCV0w1sYEjqDIJElYiu5nc/mcp

② Claude Code (terminal)

claude mcp add --transport http ai-use-case-diversification-engine https://edge.vinkius.com/vk_preview_x8Yo7af1edezs0pIHwaCV0w1sYEjqDIJElYiu5nc/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "ai-use-case-diversification-engine": {
      "url": "https://edge.vinkius.com/vk_preview_x8Yo7af1edezs0pIHwaCV0w1sYEjqDIJElYiu5nc/mcp"
    }
  }
}

Get full access on Vinkius

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