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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Technical Writing ROI Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Quantify the economic impact of technical documentation on support costs and developer productivity.

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 Technical Writing ROI Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with Technical Writing ROI Analyzer.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Technical Writing ROI Analyzer.

  1. 01

    Analyze productivity shift

    Measures the shift in developer focus from "searching/debugging" to "feature building."

  2. 02

    Calculate maintenance overhead

    Estimates the recurring cost to keep documentation accurate over time

  3. 03

    Calculate writing roi

    Calculates the total monetary return on investment for a technical writing project

  4. 04

    Estimate adoption impact

    Predicts how documentation quality influences the speed of user onboarding and product uptake

Observed, not estimated

822ms average. Fast in production.

Technical Writing ROI Analyzer is checked daily against the live service.

Daily averagePeak 1039ms
Aug 28Today
Fastest day
737ms
Slowest day
1039ms
14-day trend
Improving-21%

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 Technical Writing ROI Analyzer, so you can see the experience inside your AI.

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

Technical Writing ROI Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_G6Hsr78li47KHaDT4picFHojUh4hQP5n1ZIHQpNx/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 — Technical Writing ROI Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "technical-writing-roi-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_G6Hsr78li47KHaDT4picFHojUh4hQP5n1ZIHQpNx/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 Technical Writing ROI Analyzer owners ask.

  • 01

    How does documentation quality affect the ROI calculation?

    The qualityMultiplier scales the total savings. Higher quality documentation increases the value of developer time saved and the effectiveness of support reduction.

  • 02

    Can I estimate the cost of keeping my docs up to date?

    Yes, use the calculate_maintenance_overhead capability to estimate recurring annual costs based on documentation scale and maintenance hours.

  • 03

    What metrics are included in the ROI report?

    The calculate_writing_roi capability returns total investment, total savings, net ROI, and a quality-adjusted ROI.

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