Does this work for all types of anime?

The MCP analyzes the composition you provide. You give it the episode count and the breakdown of canon, filler, and mixed episodes, and it runs the metrics.

What data do I need to run the calculations?

You need the total number of episodes, the count of canon episodes, the count of filler episodes, and the count of mixed episodes.

Is this better than using a spreadsheet?

Yes. You talk to your agent naturally, and it handles the complex calculations and comparisons instantly. It's designed for conversational use.

Can I compare more than two series?

The current capability is designed to compare two series at a time, giving you a clear difference score and density comparison.

What is the pacing score?

The pacing score is a number from 0 to 100 that gives you a quick grade on how dense the story is, helping you judge if the show is slow or fast.

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 capability, you can receive a specific list of episode numbers to bypass.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Anime Filler Ratio Calculator to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Know exactly when to skip the filler episodes.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Anime Filler Calculator.

01
Compare series pacing
Evaluates how two different series compare in terms of their filler density
02
Generate skip list
Identifies specific episodes that a viewer can skip to focus solely on the canon storyline
03
Calculate series metrics
Provides a complete statistical overview of a series' composition and the time required to watch it

Real work

What teams actually run

Starting a New Series

Before committing to a 100-episode arc, run the metrics to check the filler ratio. You'll know if it's a time sink or a gem.

Comparing Favorites

You love two different anime, but you aren't sure which is better. Use the comparison capability to see which one has higher canon density.

Binge-Watching Marathon Prep

Need to watch a massive series in a weekend? Use the skip list to cut out all the filler and focus only on the story beats.

Analyzing a Franchise

If a franchise has multiple seasons, calculate the metrics for each one to see how the pacing changes over time.

One connector, every AI

Anime Filler Calculator works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Anime Filler Calculator to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

803ms average. Fast in production.

Anime Filler Calculator is checked daily against the live service.

Daily averagePeak 954ms

Oct 3Today

Fastest day: 600ms
Slowest day: 954ms
14-day trend: Improving-11%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Anime Filler Calculator, so you can see the experience inside your AI.

It does not authenticate your account with Anime Filler Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Anime Filler Calculator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_v0wFDgP9EZ7s8DJWWmA1krF7VnBIBgzOPMVc5FVr/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Anime Filler Calculator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

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

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Anime Filler Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Anime Filler Calculator owners hand off.

Anyone who watches anime and hates wasting time on filler episodes needs this. If you're tired of guessing whether an episode is worth your time, this MCP gives you the hard data. It lets you treat your viewing schedule like a project you can optimize.

01
Anime Enthusiast
Use it to quickly assess new series and determine if the filler content is worth the time investment.
02
Content Curator
Run comparisons between multiple shows to recommend the most canon-dense viewing experience to others.
03
Casual Viewer
Get a skip list for a massive series, cutting out the fluff and getting straight to the action.

FAQ

Questions Anime Filler Calculator owners ask.

01
Does this work for all types of anime?
The MCP analyzes the composition you provide. You give it the episode count and the breakdown of canon, filler, and mixed episodes, and it runs the metrics.
02
What data do I need to run the calculations?
You need the total number of episodes, the count of canon episodes, the count of filler episodes, and the count of mixed episodes.
03
Is this better than using a spreadsheet?
Yes. You talk to your agent naturally, and it handles the complex calculations and comparisons instantly. It's designed for conversational use.
04
Can I compare more than two series?
The current capability is designed to compare two series at a time, giving you a clear difference score and density comparison.
05
What is the pacing score?
The pacing score is a number from 0 to 100 that gives you a quick grade on how dense the story is, helping you judge if the show is slow or fast.
06
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.
07
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.
08
Can I get a list of episodes to skip?
Yes, by using the generate_skip_list capability, you can receive a specific list of episode numbers to bypass.

Explore

More in Productivity

Connect Anime Filler Calculator to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-03

Compare series pacing

Generate skip list

Calculate series metrics

What teams actually run

Starting a New Series

Comparing Favorites

Binge-Watching Marathon Prep

Analyzing a Franchise

Building your own app? The connector is yours to use.

Anime Filler Calculator Connector

Claude Desktop

Anime Enthusiast

Content Curator

Casual Viewer

Does this work for all types of anime?

What data do I need to run the calculations?

Is this better than using a spreadsheet?

Can I compare more than two series?

What is the pacing score?

How is the filler ratio calculated?

What does the pacing score mean?

Can I get a list of episodes to skip?

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