
Connect Vtuber Super Chat Roi Calculator to your AI
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. Turn raw stream data into clear financial insights.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
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.

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.
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.
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.
01-03
3 capabilities in this set.
Part of 3 available through VTuber ROI Analytics.
- 01
Calculate engagement score
This capability measures stream heat by comparing spending frequency against peak audience size.
- 02
Calculate stream metrics
This capability provides a financial breakdown of a single stream, including revenue and conversion rates.
- 03
Calculate audience concentration
This capability identifies your whale ratio to show how much revenue relies on high value contributors.
Real work
What teams actually run
Risk Assessment
Check if your income is too reliant on a few whales using the concentration capability.
Stream Performance Reviews
Get a full financial breakdown of a specific broadcast to see how it performed.
Engagement Benchmarking
Compare the heat of different streams to see which content drives more spending.
Financial Planning
Use monthly projections to plan for upcoming business expenses or investments.
One connector, every AI
VTuber ROI Analytics 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put VTuber ROI Analytics 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
858ms average. Fast in production.
VTuber ROI Analytics is checked daily against the live service.
- Fastest day
- 644ms
- Slowest day
- 1098ms
- 14-day trend
- Stable-3%
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 VTuber ROI Analytics, so you can see the experience inside your AI.
It does not authenticate your account with VTuber ROI Analytics. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
VTuber ROI Analytics Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_eOjTnx2JeSaFIvoBpEAnBg34C89dMncdgwff0SWZ/mcpClaude 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 — VTuber ROI Analytics capabilities are ready to use.
{
"mcpServers": {
"vtuber-super-chat-roi-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_eOjTnx2JeSaFIvoBpEAnBg34C89dMncdgwff0SWZ/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 VTuber ROI Analytics in Claude and other AIs
Who it's for
Built for the work VTuber ROI Analytics owners hand off.
This is for people managing VTuber talent or running their own streaming businesses who need hard data on monetization.
- 01
VTuber Managers
Hand off raw stream logs to your agent to get instant financial reports for talent.
- 02
Independent Streamers
Use your agent to track your own revenue concentration and growth trends.
- 03
Talent Agencies
Provide your AI client with stream data to compare performance across different talents.
FAQ
Questions VTuber ROI Analytics owners ask.
- 01
What can this MCP calculate for my VTuber streams?
It calculates total revenue, conversion rates, monthly projections, whale ratios, and engagement scores.
- 02
How do I use this with my AI client?
You connect your client to Vinkius once. After that, your agent can call the capabilities in this MCP directly through your chat interface.
- 03
What is a whale ratio?
It is a metric that shows how much of your total revenue is generated by your highest value contributors.
- 04
Does this work with any AI client?
Yes, it works with any MCP-compatible client like Claude, Cursor, or Windsurf.
- 05
Can I use this to predict future earnings?
Yes, the capability can generate monthly projections based on the data from a single stream.
- 06
How is the monthly projection calculated?
The monthly projection assumes the current stream's performance metrics are repeated consistently over a standard 30-day period.
- 07
What does the whale ratio represent?
The whale ratio is the percentage of total revenue contributed by the top 10% of all individual Super Chats, helping identify revenue concentration.
- 08
Can I use this to compare different streams?
Yes, by using calculate_engagement_score and calculate_stream_metrics, you can compare the financial efficiency and audience heat across different streaming sessions.
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Connect VTuber ROI Analytics to Claude, Cursor, ChatGPT & more
