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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Survey Question Bias Detector with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Detect linguistic bias and structural flaws in survey questions using advanced NLP techniques.

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 · 5 capabilities

The complete Survey Question Bias Detector capability set.

These are the exact actions your AI can choose when you ask it to work with Survey Question Bias Detector.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 5 available through Survey Question Bias Detector.

  1. 01

    Check conjunction complexity

    Identify double-barreled questions

  2. 02

    Identify negation confusion

    , that might create double negatives. Detect double negatives in a question

  3. 03

    Scan leading language

    S., "amazing", "must"). Detect biased or leading language in a survey question

Capability set02 / 02

04-05

2 capabilities in this set.

Part of 5 available through Survey Question Bias Detector.

  1. 04

    Verify scale symmetry

    Check if a response scale is balanced

  2. 05

    Evaluate cognitive load

    Assess the complexity and length of a question

Observed, not estimated

617ms average. Fast in production.

Survey Question Bias Detector is checked daily against the live service.

Daily averagePeak 903ms
Aug 20Today
Fastest day
469ms
Slowest day
903ms
14-day trend
Slowing+16%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Survey Question Bias Detector, so you can see the experience inside your AI.

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

Survey Question Bias Detector Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_v0qgJaxUfO7Htt4jKvIXE7AO1ifqZf1XEP8pymDX/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 — Survey Question Bias Detector capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "survey-question-bias-detector-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_v0qgJaxUfO7Htt4jKvIXE7AO1ifqZf1XEP8pymDX/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 Survey Question Bias Detector owners ask.

  • 01

    How does it detect leading language?

    The scan_leading_language capability compares your text against a lexicon of loaded words to identify potential bias.

  • 02

    Can I check for double-barreled questions?

    Yes, use the check_conjunction_complexity capability to find conjunctions like 'and' or 'or' that merge multiple concepts.

  • 03

    Does it support NPS scales?

    Yes, use verify_scale_symmetry to check if your response labels are balanced and include a neutral midpoint.

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