Vinkius
Season Length Optimizer

Season Length Optimizer MCP for AI. Map out Battle Pass timelines and XP targets.

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
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Works with every AI agent you already use

…and any MCP-compatible client

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Connect to your AI in seconds.

Season Length Optimizer MCP. It helps game designers map out Battle Pass timelines and XP targets based on how players actually play.

You can figure out how long a season will last at different speeds and set the right daily goals to keep people hooked without letting them finish too fast.

What your AI can do

Calculate daily xp requirement

Calculates the required daily progress points to hit a specific seasonal deadline.

Estimate completion days

Predicts how many days it will take for players to finish the season.

Get buffer duration

Calculates the recommended season duration including a safety buffer.

Predict finish dates

See exactly when players will hit the end of a season based on their play habits.

Set daily XP targets

Calculate the precise amount of progress points players need to earn each day.

Add safety buffers

Build in a time cushion to ensure your live-ops dates stay on track.

Compare playstyles

Model the difference between casual progress and high-intensity rush behavior.

Balance content flow

Adjust your economy variables to keep the daily grind feeling rewarding.

Included with Plan

Waiting for input…

AI Agent

Season Length Optimizer (3 tools)

Use these tools to calculate XP requirements, estimate completion dates, and add safety buffers to your game's seasonal content.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using Season Length Optimizer on Vinkius

Calculate Daily Xp Requirement

Calculates the required daily progress points to hit a specific seasonal deadline.

Estimate Completion Days

Predicts how many days it will take for players to finish the season.

Get Buffer Duration

Calculates the recommended season duration including a safety buffer.

Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

Claude AI

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The Season Length Optimizer integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
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  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with Season Length Optimizer, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,100+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Every connection is secured and compliant automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog every week
Season Length Optimizer MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Season Length Optimizer. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Works with Claude, ChatGPT, Cursor, and more

The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.

This connection provides 3 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.

Planning a season feels like a guessing game.

You're staring at a spreadsheet with 100 tiers of content and trying to figure out if the grind is too heavy. You're manually calculating XP per hour, trying to account for the person who plays 10 hours a day and the person who only logs in for 20 minutes. You're constantly worried that the power users will finish everything in three days, leaving your community empty.

This MCP handles the math for you. You tell your agent the core numbers, and it spits out the actual timeline. You get to see the rush vs steady completion dates instantly. It turns a headache into a clear plan.

Get the math right with Season Length Optimizer.

You can stop manually calculating daily targets and start using `calculate_daily_xp_requirement` to set your goals. You can also use `get_buffer_duration` to stop worrying about those what if scenarios that keep you up at night.

You move from I hope this works to I know this works. It's a massive shift in confidence for your live-ops strategy.

What your AI can actually do with this

The Season Length Optimizer changes how you plan live-ops cycles. Instead of guessing how long a season should last, you can plug in your tier requirements and see the actual dates on a calendar. It helps you balance the grind so players feel like they're making progress without hitting the end of the content too quickly.

You can see the difference between a casual player taking their time and a completionist trying to smash through the tiers in a weekend. This matters because if the season ends too soon, you lose engagement. If it takes too long, people get bored and quit.

When you use this MCP, you're basically running a simulation of your game's economy. You can test out different values to see how they affect the daily flow. It even helps you build in a safety net so you aren't scrambling to add content at the last minute. Since Vinkius hosts this in its catalog, you can just plug it into your agent and start running these numbers while you're still in the brainstorming phase.

It turns a messy spreadsheet into a clear roadmap for your content team. You can see the logic play out in real time, allowing you to tweak variables until the pacing feels just right. It takes the math off your plate so you can focus on the actual experience of the game.

Built · Hosted · Managed by Vinkius Season Length Optimizer MCP - Plan your game seasons
Server ID 019ee1aa-aee6-73ae-bdd0-f9ff77825177
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Questions you might have

What does Season Length Optimizer do? +

It calculates the best timeline and daily XP goals for your game's Battle Pass or seasonal content.

How do I find out how long a season will last? +

Use estimate_completion_days to see predicted finish dates based on your specific XP requirements and player habits.

Can I calculate daily XP targets? +

Yes, use calculate_daily_xp_requirement to see exactly how much XP players need to earn each day to hit your deadline.

How do I add a safety buffer? +

The get_buffer_duration tool calculates a recommended time window that includes a comfort margin for your season.

Does this work for different playstyles? +

Yes, it provides estimates for both steady progress and rush completion so you can plan for different types of players.

Does the Season Length Optimizer work with Cursor or Windsurf? +

It works with any MCP-compatible client including Cursor, Windsurf, and Claude. You just need to connect it through Vinkius to get started.

Does the Season Length Optimizer save my game design data? +

No, it doesn't store any information. It processes your inputs during the session to give you results without saving your private game economy stats.

Are there any rate limits on estimate_completion_days? +

No, there are no specific rate limits. You can run the tool as many times as you want to iterate on different season lengths and XP requirements.

Built & Managed by Vinkius 30s setup 3 tools

We've already built the connector for Season Length Optimizer. Just plug in your AI agents and start using Vinkius.

No hosting. No infrastructure. No complex setup.
All 3 tools are live and waiting. You're up and running in seconds.

Vinkius runs on Claude Claude
Vinkius runs on ChatGPT ChatGPT
Vinkius runs on Cursor Cursor
Vinkius runs on Gemini Gemini
Vinkius runs on Windsurf Windsurf
Vinkius runs on VS Code VS Code
Vinkius runs on JetBrains JetBrains
Vinkius runs on Vercel Vercel
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