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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use User Research ROI with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate the economic return and strategic value of user research investments.

Included with plan

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

Complete set · 4 capabilities

The complete User Research ROI capability set.

These are the exact actions your AI can choose when you ask it to work with User Research ROI.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through User Research ROI.

  1. 01

    Get insight efficiency

    Determines how effectively the research team is converting information into product movement

  2. 02

    Get methodology impact

    Evaluates how the specific combination of research methods influences the overall quality and cost profile

  3. 03

    Estimate optimal investment

    Suggests the ideal budget allocation to balance research costs against potential product gains

  4. 04

    Get research roi

    Calculates the total financial return on a specific research engagement

Observed, not estimated

845ms average. Fast in production.

User Research ROI is checked daily against the live service.

Daily averagePeak 996ms
Aug 28Today
Fastest day
805ms
Slowest day
996ms
14-day trend
Improving-12%

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 User Research ROI, so you can see the experience inside your AI.

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

User Research ROI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_oFdOMSvBUMjWDYwo74FtRIw7AyST5hczSD22apn8/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 — User Research ROI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "user-research-roi-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_oFdOMSvBUMjWDYwo74FtRIw7AyST5hczSD22apn8/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

FAQ

Questions User Research ROI owners ask.

  • 01

    How do I calculate the financial return of my research?

    You can use the get_research_roi capability. It calculates the difference between the product improvement value (adjusted for quality and bias) and the total cost of the research.

  • 02

    Can this capability help with budget planning?

    Yes, the estimate_optimal_investment capability suggests the ideal budget allocation to balance research costs against potential product gains.

  • 03

    What is the insight-to-action rate?

    It is a metric that indicates how effectively your research findings are being converted into tangible product changes, which can be calculated using get_insight_efficiency.

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