Microcopy Analyzer Connector for AI agents.
5 live capabilities
Audit UI text for clarity and user friction to improve accessibility.
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Why people use Microcopy Analyzer
Microcopy UX Friction Analyzer for UX Audits
This Connector changes that by letting you run a systematic audit on your copy directly through your AI client. You just feed in the text and get a breakdown of friction points, clarity scores, and specific suggestions to make the interface more accessible.
What Vinkius changes
You get a data-backed audit of your UI copy to make your product more accessible.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Auditing a 'Password Incorrect' flow
A UX writer notices that the error message feels aggressive.
- Real-world use case 02
Cleaning up a messy dashboard
A designer finds that many tooltips repeat what the label already says.
- Real-world use case 03
Accessibility check for a new app
An accessibility lead wants to ensure the app is readable for everyone.
Complete set · 5capabilities
The complete Microcopy Analyzer capability set.
These are the exact actions your AI can choose when you ask it to work with Microcopy Analyzer.
01—03
3 capabilities in this set.
Part of 5 available through Microcopy Analyzer.
- 01 Capability
Check element redundancy
Use check_element_redundancy to find out if your labels and hints are repeating the same information.
- 02 Capability
Detect linguistic friction
Use detect_linguistic_friction to spot tone mismatches or language that blames the user for an error.
- 03 Capability
Evaluate clarity metrics
Use evaluate_clarity_metrics to get a score on how easy it is for a human to understand a specific string.
04—05
2 capabilities in this set.
Part of 5 available through Microcopy Analyzer.
- 04 Capability
Verify actionability
Use verify_actionability to see if your instructions actually provide a clear next step for the user.
- 05 Capability
Assess reading complexity
Use assess_reading_complexity to check if your text matches your target audience's reading level.
Set up in minutes
One URL. Then ask Microcopy Analyzer to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Microcopy Analyzer 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_20onXYeaJduzGoRNe2i4bdYjfTwkKruoGTVECgGh/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 Microcopy Analyzer, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Microcopy Analyzer for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_20onXYeaJduzGoRNe2i4bdYjfTwkKruoGTVECgGh/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 Microcopy Analyzer URL.
- Step 03
Save and start
Save the connection and enable Microcopy Analyzer in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"microcopy-ux-friction-analyzer": {
"url": "https://edge.vinkius.com/vk_preview_20onXYeaJduzGoRNe2i4bdYjfTwkKruoGTVECgGh/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 Microcopy Analyzer
Open Agent mode in chat and ask: "Using Microcopy Analyzer, help me...". 5 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"microcopy-ux-friction-analyzer": {
"url": "https://edge.vinkius.com/vk_preview_20onXYeaJduzGoRNe2i4bdYjfTwkKruoGTVECgGh/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 Microcopy Analyzer
Ask Copilot: "Using Microcopy Analyzer, help me...". 5 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"microcopy-ux-friction-analyzer": {
"url": "https://edge.vinkius.com/vk_preview_20onXYeaJduzGoRNe2i4bdYjfTwkKruoGTVECgGh/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 Microcopy Analyzer
Open Cascade and ask: "Using Microcopy Analyzer, help me...". 5 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"microcopy-ux-friction-analyzer": {
"url": "https://edge.vinkius.com/vk_preview_20onXYeaJduzGoRNe2i4bdYjfTwkKruoGTVECgGh/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 Microcopy Analyzer
Ask Cline: "Using Microcopy Analyzer, help me...". 5 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add microcopy-ux-friction-analyzer --transport http "https://edge.vinkius.com/vk_preview_20onXYeaJduzGoRNe2i4bdYjfTwkKruoGTVECgGh/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 Microcopy Analyzer
Ask Claude: "Using Microcopy Analyzer, show me...". 5 tools are ready
Where the request belongs
Work Microcopy Analyzer can move forward.
UX writers who need to audit thousands of strings quickly, or accessibility leads making sure the interface doesn't leave anyone behind.
UX Writer
Auditing a new design system for consistency and tone on a Tuesday afternoon.
Product Designer
Checking error states for a high-traffic dashboard to ensure they aren't frustrating.
Accessibility Specialist
Ensuring screen reader labels aren't redundant and match the target reading level.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
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Detect storytelling frameworks, tension ratios, and compositional quality in long-form copy.
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Optimize your website accessibility compliance with automated WCAG audits, issue detection, and remediation tracking.
Conversion Funnel Copy Scorer
Analyze marketing funnel stages for message match, friction words, and CTA alignment.
Bring your own AI
Change the model, client or framework. Keep Microcopy Analyzer connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Microcopy Analyzer.
The practical details behind the request, access and result.
Can the Microcopy UX Friction Analyzer help me make my app more accessible?
Yes, it helps by checking reading levels and identifying linguistic barriers. It ensures your text is clear and easy for everyone to understand, which is a key part of accessibility.
How does the Microcopy UX Friction Analyzer find user-blaming language?
It scans your text for specific patterns that put the fault on the user. It then suggests neutral alternatives that focus on solving the problem instead of pointing fingers.
Can I use this to check my tooltips?
Yes, it's great for tooltips. It checks for clarity and redundancy to make sure your tooltips are actually helpful and not just adding to the clutter.
Does the Microcopy UX Friction Analyzer give specific fix suggestions?
Yes, it provides concrete ways to rewrite your text. It identifies where a string is failing and gives you a clear path to make it more actionable.
Is this good for B2B software?
It's excellent for B2B. Complex software often has dense language; this capability helps simplify that language so users can complete tasks faster without confusion.
How does this help with reducing cognitive load?
It identifies jargon and redundant text that force users to think harder. By simplifying those interactions, it makes your app feel much easier to use.
What does the clarity metric measure?
It calculates jargon density and average word length to determine how difficult a text string is to understand.
How can I detect user-blaming language?
Use the detect_linguistic_friction capability to identify passive or accusatory phrasing in your error messages.
Can this capability check for redundant UI elements?
Yes, the check_element_redundancy capability compares labels, input hints, and helper text to find semantic overlaps.
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