Survey Question Bias Detector Connector for AI agents.
5 live capabilities
Ensure your research data is accurate by identifying linguistic flaws in survey questions.
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Why people use Survey Question Bias Detector
Survey Question Bias Detector for Research Integrity
With this Connector, you can just feed your entire draft to your AI agent. It scans for those specific linguistic traps, like double negatives or loaded words, and gives you a clear list of what to fix. You get a polished, unbiased survey ready for launch in minutes.
What Vinkius changes
You get high-quality, unbiased research data without the manual headache of linguistic auditing.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Auditing large-scale usability surveys
A UX researcher has a 50-question survey and wants to make sure none of them are double-barreled.
- Real-world use case 02
Validating NPS questions for bias
A product manager is worried their NPS questions are too pushy.
- Real-world use case 03
Reducing survey fatigue in long forms
A market researcher needs to know if a survey is too hard to read.
Complete set · 5capabilities
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.
01—03
3 capabilities in this set.
Part of 5 available through Survey Question Bias Detector.
- 01 Capability
Identify negation confusion
Finds double negatives that might confuse your respondents. This helps ensure your data remains accurate and easy to interpret.
- 02 Capability
Scan leading language
Detects biased or loaded words that nudge users toward a specific answer. It helps you maintain a neutral and objective research stance.
- 03 Capability
Verify scale symmetry
Checks if your response scales are balanced and offer a fair range of options. This prevents you from accidentally skewing the results.
04—05
2 capabilities in this set.
Part of 5 available through Survey Question Bias Detector.
- 04 Capability
Check conjunction complexity
Identifies double-barreled questions that ask two things at once. It helps you split complex prompts into clear, single-topic questions.
- 05 Capability
Evaluate cognitive load
Measures the complexity and length of your questions to prevent respondent fatigue. It helps you keep your survey engaging and easy to finish.
Set up in minutes
One URL. Then ask Survey Question Bias Detector to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Survey Question Bias Detector from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_v0qgJaxUfO7Htt4jKvIXE7AO1ifqZf1XEP8pymDX/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Survey Question Bias Detector, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Survey Question Bias Detector for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_v0qgJaxUfO7Htt4jKvIXE7AO1ifqZf1XEP8pymDX/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Survey Question Bias Detector URL.
- Step 03
Save and start
Save the connection and enable Survey Question Bias Detector in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"survey-question-bias-detector": {
"url": "https://edge.vinkius.com/vk_preview_v0qgJaxUfO7Htt4jKvIXE7AO1ifqZf1XEP8pymDX/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Survey Question Bias Detector
Open Agent mode in chat and ask: "Using Survey Question Bias Detector, help me...". 5 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"survey-question-bias-detector": {
"url": "https://edge.vinkius.com/vk_preview_v0qgJaxUfO7Htt4jKvIXE7AO1ifqZf1XEP8pymDX/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Survey Question Bias Detector
Ask Copilot: "Using Survey Question Bias Detector, help me...". 5 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"survey-question-bias-detector": {
"url": "https://edge.vinkius.com/vk_preview_v0qgJaxUfO7Htt4jKvIXE7AO1ifqZf1XEP8pymDX/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Survey Question Bias Detector
Open Cascade and ask: "Using Survey Question Bias Detector, help me...". 5 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"survey-question-bias-detector": {
"url": "https://edge.vinkius.com/vk_preview_v0qgJaxUfO7Htt4jKvIXE7AO1ifqZf1XEP8pymDX/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Survey Question Bias Detector
Ask Cline: "Using Survey Question Bias Detector, help me...". 5 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add survey-question-bias-detector --transport http "https://edge.vinkius.com/vk_preview_v0qgJaxUfO7Htt4jKvIXE7AO1ifqZf1XEP8pymDX/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Survey Question Bias Detector
Ask Claude: "Using Survey Question Bias Detector, show me...". 5 tools are ready
Where the request belongs
Work Survey Question Bias Detector can move forward.
This is for researchers and product teams who need to ensure their data is scientifically sound. It's for the person who knows that a single biased word can ruin a multi-thousand dollar study.
UX Researcher
Uses this to audit large usability surveys to ensure questions aren't confusing or leading.
Product Manager
Checks NPS questions to make sure they aren't forcing a positive sentiment from customers.
Market Research Analyst
Automates the sanity check for survey drafts to keep methodology consistent across different clients.
Academic Researcher
Ensures that survey instruments meet strict standards for data integrity and linguistic clarity.
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Bring your own AI
Change the model, client or framework. Keep Survey Question Bias Detector connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
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Before you connect
Questions about Survey Question Bias Detector.
The practical details behind the request, access and result.
What can the Survey Question Bias Detector do for my market research?
It finds linguistic flaws like leading language and double-barreled questions. It helps you ensure your survey data is clean and unbiased before you launch it.
How does the Survey Question Bias Detector help with NPS scores?
It scans your NPS questions for leading words that might nudge customers toward a positive rating. This ensures your feedback is honest and actionable.
Can the Survey Question Bias Detector find double negatives?
Yes, it specifically identifies phrases like 'not unhappy' that might confuse people. This makes your survey easier to understand and improves completion rates.
Will the Survey Question Bias Detector help reduce respondent fatigue?
Yes, it assesses the cognitive load of your questions. It points out long or complex sentences so you can simplify them and keep people engaged.
How do I use the Survey Question Bias Detector to check my survey scales?
It checks if your response options, like Likert scales, are balanced. This prevents you from accidentally leading people toward one end of the scale.
Is the Survey Question Bias Detector good for academic research?
It's great for ensuring methodological rigor. It helps you catch structural flaws and linguistic biases that could invalidate your research findings.
How does it detect leading language?
The scan_leading_language capability compares your text against a lexicon of loaded words to identify potential bias.
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.
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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