How does this tool calculate team efficiency?

The `calculate_efficiency_score` tool calculates a normalized value by balancing sprint velocity against the defect rate, while adjusting for team maturity and task complexity.

Can I identify specific workflow bottlenecks?

Yes, by using `identify_improvement_areas`, the system can detect if the primary bottleneck is Quality, Flow, or Capacity Utilization.

What metrics are required for velocity analysis?

To calculate individual throughput, you need to provide the total sprint velocity and the total number of active team members to the `get_velocity_per_member` tool.

Builder Team Velocity Metrics MCP Connector for Claude

A+

Analyzes software team productivity using velocity, quality, and delivery speed metrics.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a specialized analytics engine to evaluate software builder team productivity. It synthesizes sprint velocity, team capacity, cycle time, and defect rates into actionable insights. Use get_velocity_per_member to determine individual throughput, calculate_efficiency_score to balance output against quality, evaluate_delivery_speed to analyze pipeline flow, and identify_improvement_areas to pinpoint specific bottlenecks like Quality, Flow, or Capacity Utilization.

velocitymetricssoftware-engineeringteam-productivityagile

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_7ENzHyLFYsVpo3ENm7VKr7eKOmP2d6p8gPcr9Gv0/mcp

② Claude Code (terminal)

claude mcp add --transport http builder-team-velocity-metrics https://edge.vinkius.com/vk_preview_7ENzHyLFYsVpo3ENm7VKr7eKOmP2d6p8gPcr9Gv0/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "builder-team-velocity-metrics": {
      "url": "https://edge.vinkius.com/vk_preview_7ENzHyLFYsVpo3ENm7VKr7eKOmP2d6p8gPcr9Gv0/mcp"
    }
  }
}

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