What metrics can I track?

You can track total content volume, generation velocity, monthly throughput, and utilization rates using tools like `measure_generation_velocity`.

How is generation velocity calculated?

The `measure_generation_velocity` tool calculates speed by factoring in successful generations and subtracting the impact of failed attempts and heavy manual modifications.

Can I see how much a specific user is producing?

Yes, use the `get_user_content_summary` tool with a specific userId to see their volume, content types, and success rates.

AI Content Generation Metrics MCP Connector for Claude

A+

Calculate AI content generation volume, velocity, and utilization metrics.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides deep analytical insights into AI content production workflows. It allows agents to monitor how much content is being generated, the speed of production, and the practical value of the output. Use get_user_content_summary to view individual user stats, calculate_monthly_throughput for system-wide volume, measure_generation_velocity to track production speed, and evaluate_utilization_and_quality to assess the efficiency and relevance of generated material.

ai-metricscontent-generationsaas-analyticsefficiencythroughput

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_xKPfoLtRGDYmqwLSTYFRRqIrDbwUz0TtSoRymM48/mcp

② Claude Code (terminal)

claude mcp add --transport http ai-content-generation-metrics https://edge.vinkius.com/vk_preview_xKPfoLtRGDYmqwLSTYFRRqIrDbwUz0TtSoRymM48/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "ai-content-generation-metrics": {
      "url": "https://edge.vinkius.com/vk_preview_xKPfoLtRGDYmqwLSTYFRRqIrDbwUz0TtSoRymM48/mcp"
    }
  }
}

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