What kind of math does this MCP perform?

It performs resource allocation calculations on directed acyclic graphs by analyzing node costs and attribute weights.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

How do I find the best build for my points?

You can use the calculate_optimal_build capability to find the best combination of nodes for a specific objective like MAX_DPS.

How does it determine if a node is good?

It uses the evaluate_node_efficiency capability to compare the value per point a node provides to your attributes.

Does it help with long-term planning?

Yes, the get_unlock_breakpoints capability tells you exactly how many points you need to reach specific milestones.

How do I find the best build for my current level?

Use the calculate_optimal_build capability. Provide your target objective (such as MAX_DPS, MAX_TANK, or HYBRID) and the total number of skill points you currently have available.

How can I tell if a specific node is worth upgrading?

You can use the evaluate_node_efficiency capability. It provides an efficiency score and breaks down the value gained per point spent across DPS, survivability, and utility.

How do I know when I can unlock a high-tier skill?

Use the get_unlock_breakpoints capability by providing the IDs of the skills you are interested in. The capability will return the total cumulative points required to satisfy all prerequisites.

An astronaut overseeing a futuristic data hub

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Connect Skill Tree Optimization Engine 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. Get the most efficient builds for any playstyle.

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 Skill Tree Optimizer.

01
Evaluate node efficiency
This capability compares how cost-effective a specific node is by measuring the immediate boost it gives to your attributes.
02
Get unlock breakpoints
Use this to find the exact point totals needed to reach major milestones or high-tier skill clusters.
03
Calculate optimal build
This capability finds the best combination of nodes to maximize a specific attribute based on your available points.

Real work

What teams actually run

Maximizing DPS

Your agent calculates the exact node combination to hit the highest possible damage output with a set number of points.

Planning Progression

You ask the AI how many points are needed to reach a specific mastery node so you can plan your play sessions.

Comparing Upgrades

You use the efficiency capability to decide if a survivability node is worth more than a utility node.

Hybrid Build Creation

The engine finds a balanced distribution of points to satisfy multiple attribute requirements at once.

One connector, every AI

Skill Tree Optimizer 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 Skill Tree Optimizer 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

709ms average. Fast in production.

Skill Tree Optimizer is checked daily against the live service.

Daily averagePeak 783ms

Oct 3Today

Fastest day: 562ms
Slowest day: 783ms
14-day trend: Slowing+8%

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 Skill Tree Optimizer, so you can see the experience inside your AI.

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

Skill Tree Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_NOaU7YX4XyP31q4QjoU5k8zh4Con3dbenaAvMH2t/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 — Skill Tree Optimizer capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "skill-tree-optimization-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_NOaU7YX4XyP31q4QjoU5k8zh4Con3dbenaAvMH2t/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 Skill Tree Optimizer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Skill Tree Optimizer owners hand off.

This MCP is built for anyone managing complex character progression systems in games.

01
Game Designers
They use it to test the mathematical balance of skill trees and node costs.
02
Theorycrafters
They hand off point totals and objectives to the AI to find mathematically perfect builds.
03
Hardcore Players
They use it to plan long-term progression and identify necessary point milestones.

FAQ

Questions Skill Tree Optimizer owners ask.

01
What kind of math does this MCP perform?
It performs resource allocation calculations on directed acyclic graphs by analyzing node costs and attribute weights.
02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.
03
How do I find the best build for my points?
You can use the calculate_optimal_build capability to find the best combination of nodes for a specific objective like MAX_DPS.
04
How does it determine if a node is good?
It uses the evaluate_node_efficiency capability to compare the value per point a node provides to your attributes.
05
Does it help with long-term planning?
Yes, the get_unlock_breakpoints capability tells you exactly how many points you need to reach specific milestones.
06
How do I find the best build for my current level?
Use the calculate_optimal_build capability. Provide your target objective (such as MAX_DPS, MAX_TANK, or HYBRID) and the total number of skill points you currently have available.
07
How can I tell if a specific node is worth upgrading?
You can use the evaluate_node_efficiency capability. It provides an efficiency score and breaks down the value gained per point spent across DPS, survivability, and utility.
08
How do I know when I can unlock a high-tier skill?
Use the get_unlock_breakpoints capability by providing the IDs of the skills you are interested in. The capability will return the total cumulative points required to satisfy all prerequisites.

Explore

More in Gaming

Connect Skill Tree Optimizer 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

Evaluate node efficiency

Get unlock breakpoints

Calculate optimal build

What teams actually run

Maximizing DPS

Planning Progression

Comparing Upgrades

Hybrid Build Creation

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

Skill Tree Optimizer Connector

Claude Desktop

Game Designers

Theorycrafters

Hardcore Players

What kind of math does this MCP perform?

Can I use this with Claude or Cursor?

How do I find the best build for my points?

How does it determine if a node is good?

Does it help with long-term planning?

How do I find the best build for my current level?

How can I tell if a specific node is worth upgrading?

How do I know when I can unlock a high-tier skill?

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