How does the efficiency score work?

The efficiency score is a composite metric that balances productivity gains against monetary costs and integration complexity.

Can I simulate replacing a tool before I buy it?

Yes, you can use `simulate_stack_evolution` to predict how efficiency and costs will change if you replace or remove tools.

Does it account for the time it takes to learn new software?

Yes, the `evaluate_alternative` tool specifically includes a parameter for learning curve impact to account for temporary productivity loss.

Builder Toolstack Optimization MCP Connector for Claude

A+

Evaluate toolstack efficiency and cost-benefit ratios.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a decision-support system to evaluate the economic and operational efficiency of software toolsets. It allows AI agents to calculate total monthly costs, determine efficiency scores, and identify optimization opportunities. Using tools like get_stack_economics, evaluate_alternative, identify_optimization_targets, and simulate_stack_evolution, agents can model the impact of switching tools, accounting for switching costs and learning curves to ensure maximum productivity.

economicsefficiencytoolstackdecision-supportcost-analysis

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_2b6siAast0kGs6HHbwIfzypqQcMie4JEHK0iC0rv/mcp

② Claude Code (terminal)

claude mcp add --transport http builder-toolstack-optimization https://edge.vinkius.com/vk_preview_2b6siAast0kGs6HHbwIfzypqQcMie4JEHK0iC0rv/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "builder-toolstack-optimization": {
      "url": "https://edge.vinkius.com/vk_preview_2b6siAast0kGs6HHbwIfzypqQcMie4JEHK0iC0rv/mcp"
    }
  }
}

Get full access on Vinkius

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