How is the filler ratio calculated?

The ratio is calculated by adding the number of filler episodes to half the number of mixed episodes, then dividing by the total episode count.

What does the pacing score mean?

The pacing score ranges from 0 to 100. A score of 100 means the series is entirely canon, while 0 means it is entirely filler.

Can I get a list of episodes to skip?

Yes, by using the `generate_skip_list` tool, you can receive a specific list of episode numbers to bypass.

Anime Filler Ratio Calculator MCP Connector for Claude

A+

Analyze anime pacing and calculate filler ratios to optimize your watch time.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides precise tools for anime fans to analyze series composition. Use calculate_series_metrics to determine the exact filler ratio, total binge time, and a pacing score from 0 to 100. You can also use generate_skip_list to identify specific episodes to bypass, and compare_series_pacing to see how different shows stack up against each other in terms of canon density.

animepacingfillerwatch-timestatistics

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_v0wFDgP9EZ7s8DJWWmA1krF7VnBIBgzOPMVc5FVr/mcp

② Claude Code (terminal)

claude mcp add --transport http anime-filler-ratio-calculator https://edge.vinkius.com/vk_preview_v0wFDgP9EZ7s8DJWWmA1krF7VnBIBgzOPMVc5FVr/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "anime-filler-ratio-calculator": {
      "url": "https://edge.vinkius.com/vk_preview_v0wFDgP9EZ7s8DJWWmA1krF7VnBIBgzOPMVc5FVr/mcp"
    }
  }
}

Get full access on Vinkius

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