How do I calculate the ROI of my reviews?

You can use the `calculate_review_roi` tool by providing the total review hours, the rework cost avoided, the cost of tools used, and the team size.

Can this tool help justify buying new linting or static analysis tools?

Yes, the `evaluate_tool_effectiveness` tool specifically calculates if the investment in review tools is justified by the value of defects they help avoid.

How does team size affect the results?

The `estimate_team_economics` tool analyzes how team size impacts the cost per engineer and the overall review density across your organization.

Code Review Economics Engine MCP Connector for Claude

A+

Quantify the financial impact and ROI of your code review processes.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a decision-support engine to quantify the economic impact of software engineering review cycles. It allows teams to calculate the calculate_review_roi to determine financial returns, use analyze_review_depth to find the optimal balance of effort, and evaluate_tool_effectiveness to justify tool expenditures. It also provides estimate_team_economics to understand how team size affects review density and cost distribution.

roicode-reviewdevopssoftware-metricsengineering-management

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_Nae35izYLXuYYDe7RnJPqNL9B6MN7qJhwcZlUNe0/mcp

② Claude Code (terminal)

claude mcp add --transport http code-review-economics-engine https://edge.vinkius.com/vk_preview_Nae35izYLXuYYDe7RnJPqNL9B6MN7qJhwcZlUNe0/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "code-review-economics-engine": {
      "url": "https://edge.vinkius.com/vk_preview_Nae35izYLXuYYDe7RnJPqNL9B6MN7qJhwcZlUNe0/mcp"
    }
  }
}

Get full access on Vinkius

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