How is the deployment efficiency score calculated?

The score is a normalized indicator that balances delivery velocity against friction from failures and manual processes. You can use `get_deployment_economics` to see how automation levels and failure rates impact this score.

Can I predict the cost savings of moving to fully-automated deployments?

Yes, use the `simulate_automation_upgrade` tool to project the cost reduction and efficiency gain when moving to a higher automation tier.

What metrics are included in the risk assessment?

The `evaluate_risk_exposure` tool provides a risk category, a severity score, and a volatility index based on your deployment frequency, failure rate, and lead time.

Deployment Economics & Efficiency MCP Connector for Claude

A+

Calculate deployment efficiency, costs, and risk exposure for software delivery pipelines.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a suite of tools to quantify the economic and operational efficiency of software delivery. It allows AI agents to calculate a Deployment Efficiency Score, determine the total cost per deployment, and assess operational risk. Use get_deployment_economics to establish a baseline, analyze_improvement_priorities to find the best levers for optimization, evaluate_risk_exposure to identify volatility, and simulate_automation_upgrade to predict the financial impact of increasing CI/CD maturity.

deploymentcicdmetricsefficiencyrisk

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_KPwjUG075ZEPOokMEWPXoxz2fqG3ASA9ACTXhq3h/mcp

② Claude Code (terminal)

claude mcp add --transport http deployment-economics-efficiency https://edge.vinkius.com/vk_preview_KPwjUG075ZEPOokMEWPXoxz2fqG3ASA9ACTXhq3h/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "deployment-economics-efficiency": {
      "url": "https://edge.vinkius.com/vk_preview_KPwjUG075ZEPOokMEWPXoxz2fqG3ASA9ACTXhq3h/mcp"
    }
  }
}

Get full access on Vinkius

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