
Connect Infra Revenue Per Asset 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. Identify underperforming infrastructure and track revenue productivity trends.
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.

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 · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Infra Revenue Per Asset.
- 01
Asset productivity tool
This capability calculates the core revenue per asset metric for a specific asset or a group of assets.
- 02
Identify underperforming assets tool
This capability flags specific assets that are failing to meet your established efficiency benchmarks.
- 03
Utilization adjusted efficiency tool
This capability adjusts productivity metrics by factoring in asset age and current usage rates.
- 04
Productivity trend tool
This capability determines if the economic performance of an asset group is improving, declining, or staying stable.
Real work
What teams actually run
Identifying Underperforming Assets
Your agent scans your asset list to find equipment that is not meeting its revenue targets.
Monitoring Economic Trends
You use the AI to see if a group of assets is becoming more or less profitable over time.
Lifecycle Efficiency Audits
The AI calculates adjusted efficiency to see if older assets are still performing well given their age.
Portfolio Productivity Reporting
You get quick revenue per asset calculations for entire groups of infrastructure assets.
One connector, every AI
Infra Revenue Per Asset 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 Infra Revenue Per Asset 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
879ms average. Fast in production.
Infra Revenue Per Asset is checked daily against the live service.
- Fastest day
- 694ms
- Slowest day
- 1042ms
- 14-day trend
- Improving-21%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Infra Revenue Per Asset, so you can see the experience inside your AI.
It does not authenticate your account with Infra Revenue Per Asset. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Infra Revenue Per Asset Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_siHgBELmdYbO8k1mXYA49S1DQpvajJp5bJkz802C/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 — Infra Revenue Per Asset capabilities are ready to use.
{
"mcpServers": {
"infra-revenue-per-asset-mcp": {
"url": "https://edge.vinkius.com/vk_preview_siHgBELmdYbO8k1mXYA49S1DQpvajJp5bJkz802C/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 Infra Revenue Per Asset in Claude and other AIs
Who it's for
Built for the work Infra Revenue Per Asset owners hand off.
This MCP is built for professionals managing large-scale physical infrastructure and capital assets.
- 01
Asset Managers
They hand off the task of identifying underperforming equipment to the AI.
- 02
Infrastructure Analysts
They use the agent to calculate complex productivity trends and adjusted efficiency scores.
- 03
Operations Directors
They rely on the AI to flag assets that fail to meet economic benchmarks.
FAQ
Questions Infra Revenue Per Asset owners ask.
- 01
What does this MCP actually do?
It provides capabilities to analyze the economic efficiency of infrastructure assets by calculating revenue, trends, and adjusted productivity.
- 02
How does it handle older assets?
It uses a specific capability to adjust productivity metrics based on the age of the asset and its utilization rate.
- 03
Which AI clients can I use with this MCP?
You can use it with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
- 04
Can I find assets that are not meeting targets?
Yes, the MCP includes a capability specifically designed to flag assets that fail to meet efficiency benchmarks.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you connect.
- 06
How is revenue per asset calculated?
The asset_productivity_tool calculates this by dividing the total revenue attributed to an asset or group by its total capital value.
- 07
Can I identify assets that are not meeting their targets?
Yes, you can use the identify_underperforming_assets_tool by providing a list of assets and their corresponding type-specific benchmarks.
- 08
How does asset age affect the efficiency score?
The utilization_adjusted_efficiency_tool adjusts the productivity score by considering both the utilization rate and the age of the asset to provide a more accurate efficiency rating.
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Connect Infra Revenue Per Asset to Claude, Cursor, ChatGPT & more
