How does the scoring work?

The MCP uses a weighted multi-factor scoring system. It applies your custom weights to variables like repair cost, expected life, and energy factors to rank each candidate.

Can I limit results to a specific budget?

Yes, you can use the filter_options capability to narrow down your candidates based on budget or longevity constraints.

What happens if my weights don't sum to 1.0?

The validate_weights capability is designed to ensure your priority settings are mathematically sound and consistent.

Which AI clients can use this MCP?

You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect.

How do I ensure my priority weights are correct?

You can use the validate_weights capability to verify that your priority multipliers are non-negative and sum exactly to 1.0.

Can I filter options by a specific budget?

Yes, the filter_options capability allows you to narrow down candidates based on a maximum budget or a minimum required expected life.

What does the final recommendation tell me?

The summarize_decision capability provides a qualitative recommendation and a confidence level based on the gap between the top-ranked option and the next best choice.

An astronaut overseeing a futuristic data hub

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Connect Repair or Replace Scorecard 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. Decide whether to fix or buy new assets with data-driven scoring.

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Repair or Replace Scorecard.

01
Filter options
This capability narrows your list of potential assets based on specific budget limits or required lifespans.
02
Summarize decision
This capability generates a qualitative recommendation based on the calculated rankings.
03
Validate weights
This capability checks your priority settings to ensure they are mathematically consistent and sum to 1.0.
04
Calculate scores
This capability produces a ranked list of candidates by applying your custom weights to repair costs, life expectancy, and other factors.

Real work

What teams actually run

HVAC Lifecycle Planning

Compare the cost of repairing an aging chiller against the long-term energy savings of a new model.

Fleet Maintenance

Decide which vehicles in a fleet need immediate replacement based on repair costs and expected life.

Budget-Constrained Repairs

Filter potential maintenance tasks to only those that fit within a specific quarterly budget.

Sustainability Audits

Prioritize new equipment purchases by weighting energy efficiency factors more heavily.

One connector, every AI

Repair or Replace Scorecard 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 Repair or Replace Scorecard 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

857ms average. Fast in production.

Repair or Replace Scorecard is checked daily against the live service.

Daily averagePeak 958ms

Oct 6Today

Fastest day: 749ms
Slowest day: 958ms
14-day trend: Stable-2%

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 Repair or Replace Scorecard, so you can see the experience inside your AI.

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

Repair or Replace Scorecard Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_LNRim3uSFfgUU24uP76KjwG8uOcdkGHVxIX8m5q7/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 — Repair or Replace Scorecard capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "repair-or-replace-scorecard-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LNRim3uSFfgUU24uP76KjwG8uOcdkGHVxIX8m5q7/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 Repair or Replace Scorecard in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Repair or Replace Scorecard owners hand off.

This MCP is built for professionals managing physical assets and long-term maintenance budgets.

01
Facilities Managers
They hand off equipment data to the AI to decide on repair versus replacement cycles.
02
Asset Managers
They use the capability to plan long-term lifecycle investments and capital expenditures.
03
Sustainability Officers
They provide energy factor weights to prioritize more efficient new equipment over old, inefficient units.

FAQ

Questions Repair or Replace Scorecard owners ask.

01
How does the scoring work?
The MCP uses a weighted multi-factor scoring system. It applies your custom weights to variables like repair cost, expected life, and energy factors to rank each candidate.
02
Can I limit results to a specific budget?
Yes, you can use the filter_options capability to narrow down your candidates based on budget or longevity constraints.
03
What happens if my weights don't sum to 1.0?
The validate_weights capability is designed to ensure your priority settings are mathematically sound and consistent.
04
Which AI clients can use this MCP?
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect.
06
How do I ensure my priority weights are correct?
You can use the validate_weights capability to verify that your priority multipliers are non-negative and sum exactly to 1.0.
07
Can I filter options by a specific budget?
Yes, the filter_options capability allows you to narrow down candidates based on a maximum budget or a minimum required expected life.
08
What does the final recommendation tell me?
The summarize_decision capability provides a qualitative recommendation and a confidence level based on the gap between the top-ranked option and the next best choice.

Explore

More in Sustainability

Connect Repair or Replace Scorecard 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.

01-04

Filter options

Summarize decision

Validate weights

Calculate scores

What teams actually run

HVAC Lifecycle Planning

Fleet Maintenance

Budget-Constrained Repairs

Sustainability Audits

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

Repair or Replace Scorecard Connector

Claude Desktop

Facilities Managers

Asset Managers

Sustainability Officers

How does the scoring work?

Can I limit results to a specific budget?

What happens if my weights don't sum to 1.0?

Which AI clients can use this MCP?

Do I need to host this myself?

How do I ensure my priority weights are correct?

Can I filter options by a specific budget?

What does the final recommendation tell me?

Repair-or-Replace Decision Engine AI Connector

Appliance Replacement Comparator AI Connector

Shared Item Replacement Planner AI Connector

Maintenance After Repair Plan AI Connector

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