An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Apartment Viewing 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. Stop guessing which rental actually fits your lifestyle.

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Apartment Scorecard.

  1. 01

    Calculate apartment scores

    This capability generates a ranked list of apartments based on your specific priorities. It uses custom weights for factors like rent, commute, and amenities to find your best match.

  2. 02

    Compare apartments

    This capability performs a head-to-head comparison between two specific properties. It highlights the differences so you can see which one wins on your key metrics.

  3. 03

    Evaluate space quality

    This capability assesses how usable a living space actually is. It looks at physical room dimensions to determine the quality of the layout.

  4. 04

    Get utility cost estimates

    This capability predicts your monthly expenses for specific utilities. It helps you see the hidden costs beyond the base rent.

Real work

What teams actually run

01

Commute Optimization

You can weight commute time heavily to find the fastest route to work among several options.

02

Budget Planning

You can add estimated utility costs to your rent calculations to see your real monthly outflow.

03

Space Verification

You can check if a small studio actually meets your needs by evaluating its physical dimensions.

04

Finalist Selection

You can run a head-to-head comparison between your top two choices to break a tie.

One connector, every AI

Apartment 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Apartment 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

874ms average. Fast in production.

Apartment Scorecard is checked daily against the live service.

Daily averagePeak 1163ms
Oct 3Today
Fastest day
664ms
Slowest day
1163ms
14-day trend
Slowing+5%

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 Apartment Scorecard, so you can see the experience inside your AI.

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

Apartment Scorecard Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_WztGSJhoKT4S17VFLjLWMWQbdblngfZbjyVajzAK/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Apartment Scorecard capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "apartment-viewing-scorecard-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_WztGSJhoKT4S17VFLjLWMWQbdblngfZbjyVajzAK/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 Apartment Scorecard in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Apartment Scorecard owners hand off.

This MCP is built for anyone navigating the rental market who wants to move away from gut feelings and toward data-driven decisions.

  • 01

    Relocating Professionals

    They hand off multiple listing details to the AI to find the best balance between rent and commute.

  • 02

    Students

    They use the capability to compare housing options near campus based on budget and space.

  • 03

    Real Estate Researchers

    They use the scoring and comparison capabilities to organize large sets of property data.

FAQ

Questions Apartment Scorecard owners ask.

  • 01

    How does the apartment scoring work?

    The scoring capability uses specific weights you assign to different categories like rent, commute, and amenities to rank your options.

  • 02

    Can I compare two specific apartments?

    Yes, you can use the compare_apartments capability to perform a direct head-to-head analysis of two properties.

  • 03

    Does this capability estimate utility bills?

    Yes, the get_utility_cost_estimates capability provides expected monthly costs for specific utility types.

  • 04

    What clients can I use this MCP with?

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

  • 05

    How does it evaluate room quality?

    The evaluate_space_quality capability looks at the physical dimensions of the rooms to determine how usable the space is.

  • 06

    How do I rank my apartment options?

    Use the calculate_apartment_scores capability. Provide your list of apartments and a weights object defining how much you value rent, commute, space, amenities, and accessibility.

  • 07

    Can I estimate utility costs?

    Yes, the get_utility_cost_estimates capability provides expected monthly costs for common utilities like electricity, water, and internet.

  • 08

    How is the space quality determined?

    The evaluate_space_quality capability calculates a usability score based on the width and length of the rooms provided.

Explore

More in Productivity

Suggestions

Connect Apartment Scorecard to Claude, Cursor, ChatGPT & more