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Connect Brunch Cost Instagram 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 your dining expenses into measurable social media data.

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.

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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Brunch ROI Service.

  1. 01

    Get location vibe

    This capability identifies the general atmosphere or crowd density of a specific café location.

  2. 02

    Calculate brunch metrics

    This capability provides a full economic breakdown of a brunch visit, including photo efficiency and social ROI.

  3. 03

    Compare venue efficiency

    This capability lets you compare the content value and efficiency of two different brunch experiences.

Real work

What teams actually run

01

Content Budgeting

Calculate how much a specific brunch will cost you in terms of both money and time.

02

Location Scouting

Check the vibe of a new district before you head out to shoot content.

03

Efficiency Audits

Compare two different cafés to see which one provides better social ROI for your spend.

04

Engagement Forecasting

Estimate your social return based on photo quality and expected likes.

One connector, every AI

Brunch ROI Service 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 Brunch ROI Service 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

818ms average. Fast in production.

Brunch ROI Service is checked daily against the live service.

Daily averagePeak 1047ms
Oct 3Today
Fastest day
668ms
Slowest day
1047ms
14-day trend
Stable-4%

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 Brunch ROI Service, so you can see the experience inside your AI.

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

Brunch ROI Service Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vSot1xmb1PGy2SzmtkIuFbMMCs84RKkbmPYN8o5q/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 — Brunch ROI Service capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "brunch-cost-instagram-roi-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vSot1xmb1PGy2SzmtkIuFbMMCs84RKkbmPYN8o5q/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 Brunch ROI Service in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Brunch ROI Service owners hand off.

This MCP is built for creators who treat their social media presence as a business. It helps you move from casual dining to data-driven content planning.

  • 01

    Content Creators

    They use the data to decide which cafés offer the best photo-to-cost ratio.

  • 02

    Social Media Strategists

    They use the ROI metrics to plan high-efficiency content shoots.

  • 03

    Lifestyle Influencers

    They use the capability to track the economic efficiency of their daily content production.

FAQ

Questions Brunch ROI Service owners ask.

  • 01

    How do I calculate my Instagram ROI for a meal?

    You can use the calculate_brunch_metrics capability by providing your total spend, wait time, photo worthiness, and expected likes to your AI client.

  • 02

    Can I use this to compare two different cafés?

    Yes, the compare_venue_efficiency capability allows you to compare the efficiency of two different brunch experiences.

  • 03

    What kind of data does the ROI calculation use?

    The calculation uses your brunch expenditure, the time you spent waiting, and your expected engagement levels.

  • 04

    Does this MCP work with Claude or Cursor?

    Yes, this MCP works with any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 05

    Can I find out the vibe of a specific area?

    Yes, the get_location_vibe capability provides information on the atmosphere and density of specific café locations.

  • 06

    How is the Instagram ROI calculated?

    The ROI is calculated by multiplying your expected likes by a social value of 0.5 SGD and dividing that by your total cost (brunch cost plus time cost).

  • 07

    What is included in the total cost?

    The total cost includes the direct price of the brunch and the opportunity cost of your time spent waiting and eating.

  • 08

    Can I compare two different cafés?

    Yes, you can use the compare_venue_efficiency capability to see which venue provides a higher Instagram ROI.

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