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Connect Content ROI Calculator to ChatGPT, Claude and Gemini

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 content production data into clear profitability metrics.

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 Content ROI Calculator.

  1. 01

    Calculate attributed revenue

    This capability estimates the revenue generated from organic traffic. It uses your traffic volume, conversion rates, and customer LTV to find the dollar value of a content piece.

  2. 02

    Calculate roi summary

    This capability generates a full financial overview of your content. It calculates your ROI percentage, cost per visit, and the monthly payback period.

  3. 03

    Calculate total cost

    This capability aggregates all production expenses. It sums up the costs for writers, designers, and SEO specialists to find the total investment for a single asset.

Real work

What teams actually run

01

Budget Justification

Show leadership exactly how much revenue a high-performing blog post generated compared to its cost.

02

Content Scaling

Identify which content types have the lowest cost per visit to decide where to invest next month.

03

Freelancer Audits

Compare the total cost of different writers against the revenue they help generate.

04

Payback Period Planning

Determine how many months of traffic it takes to recover the initial investment for a major guide.

Automate a task

Put Content ROI Calculator to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Content ROI Calculator 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 Content ROI Calculator 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

687ms average. Fast in production.

Content ROI Calculator is checked daily against the live service.

Daily averagePeak 879ms
Oct 3Today
Fastest day
555ms
Slowest day
879ms
14-day trend
Slowing+8%

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 Content ROI Calculator, so you can see the experience inside your AI.

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

Content ROI Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_XC0E0iJg72BG73OYEPJ552HEcoqP0yyvvPG1mYjH/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 — Content ROI Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "content-roi-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XC0E0iJg72BG73OYEPJ552HEcoqP0yyvvPG1mYjH/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 Content ROI Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Content ROI Calculator owners hand off.

Content marketers and financial analysts who need to justify organic spend with hard data.

  • 01

    Content Managers

    They hand off production cost data to the AI to see which topics are worth scaling.

  • 02

    SEO Strategists

    They use the capability to measure the financial return on specific keyword optimizations.

  • 03

    Marketing Directors

    They ask the AI for ROI summaries to report budget efficiency to leadership.

FAQ

Questions Content ROI Calculator owners ask.

  • 01

    What AI clients can I use with this MCP?

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

  • 02

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect and use it.

  • 03

    Can I calculate ROI for a single blog post?

    Yes, you can use the capabilities to calculate the specific cost, revenue, and ROI for any individual content asset.

  • 04

    What metrics does the ROI summary include?

    The summary provides your ROI percentage, the cost per visit, and the payback period in months.

  • 05

    How does it calculate revenue?

    It uses the traffic volume, conversion rates, and customer lifetime value (LTV) that you provide.

  • 06

    What does calculate_total_cost include?

    It aggregates the professional fees for writing, graphic design, and SEO services to find your total production expenditure.

  • 07

    How is revenue estimated in calculate_attributed_revenue?

    The capability multiplies your organic traffic volume by the conversion rate and the Customer Lifetime Value (LTV) to estimate total attributed revenue.

  • 08

    What metrics does calculate_roi_summary provide?

    It calculates your ROI percentage, the cost per organic visit, and the estimated payback period in months.

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