Agent Persona Consistency Scanner Connector for AI agents.
3 live capabilities
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Why people use Agent Persona Consistency Scanner
See what Agent Persona Consistency Scanner changes in a real workflow.
Move from a question to a useful Agent Persona Consistency Scanner result without breaking your flow.
What Vinkius changes
Get the Agent Persona Consistency Scanner answer you need in the AI client you already use.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Analyze_text_consistency
Performs a comprehensive linguistic audit of a text segment to determine how well it fits a specific persona profile
- Real-world use case 02
Calculate_formality_index
Isolates the formality component to determine if the text's tone is too casual or too formal for the persona
- Real-world use case 03
Get_persona_lexicon
Retrieves the specific list of forbidden words and required linguistic markers for a given persona
Complete set · 3capabilities
The complete Agent Persona Consistency Scanner capability set.
These are the exact actions your AI can choose when you ask it to work with Agent Persona Consistency Scanner.
01—03
3 capabilities in this set.
Part of 3 available through Agent Persona Consistency Scanner.
- 01 Capability
Analyze text consistency
Performs a comprehensive linguistic audit of a text segment to determine how well it fits a specific persona profile
- 02 Capability
Calculate formality index
Isolates the formality component to determine if the text's tone is too casual or too formal for the persona
- 03 Capability
Get persona lexicon
Retrieves the specific list of forbidden words and required linguistic markers for a given persona
Set up in minutes
One URL. Then ask Agent Persona Consistency Scanner to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Agent Persona Consistency Scanner 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_uwtBwZEKuSKxeFNTl0dmxTzvbJXCVc7X6w3HYrm8/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 Agent Persona Consistency Scanner, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Agent Persona Consistency Scanner for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_uwtBwZEKuSKxeFNTl0dmxTzvbJXCVc7X6w3HYrm8/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 Agent Persona Consistency Scanner URL.
- Step 03
Save and start
Save the connection and enable Agent Persona Consistency Scanner in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-persona-consistency-scanner": {
"url": "https://edge.vinkius.com/vk_preview_uwtBwZEKuSKxeFNTl0dmxTzvbJXCVc7X6w3HYrm8/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 Agent Persona Consistency Scanner
Open Agent mode in chat and ask: "Using Agent Persona Consistency Scanner, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-persona-consistency-scanner": {
"url": "https://edge.vinkius.com/vk_preview_uwtBwZEKuSKxeFNTl0dmxTzvbJXCVc7X6w3HYrm8/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 Agent Persona Consistency Scanner
Ask Copilot: "Using Agent Persona Consistency Scanner, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-persona-consistency-scanner": {
"url": "https://edge.vinkius.com/vk_preview_uwtBwZEKuSKxeFNTl0dmxTzvbJXCVc7X6w3HYrm8/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 Agent Persona Consistency Scanner
Open Cascade and ask: "Using Agent Persona Consistency Scanner, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-persona-consistency-scanner": {
"url": "https://edge.vinkius.com/vk_preview_uwtBwZEKuSKxeFNTl0dmxTzvbJXCVc7X6w3HYrm8/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 Agent Persona Consistency Scanner
Ask Cline: "Using Agent Persona Consistency Scanner, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add agent-persona-consistency-scanner --transport http "https://edge.vinkius.com/vk_preview_uwtBwZEKuSKxeFNTl0dmxTzvbJXCVc7X6w3HYrm8/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 Agent Persona Consistency Scanner
Ask Claude: "Using Agent Persona Consistency Scanner, show me...". 3 tools are ready
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
LLM Output Format Drift Detector
Quantifies structural deviations in LLM responses by comparing exact syntax and markdown hierarchies against a reference template.
FAQ Clarity Analyzer
Audit FAQ content for naturalness, complexity, and readability consistency.
Brand Voice Consistency Checker
Audit copy samples against brand voice profiles for linguistic and stylistic alignment.
Tool Description Semantic Density Scorer
Analyzes LLM capability descriptions to evaluate linguistic precision, verb density, and naming consistency.
Chatbot Dialogue Consistency Checker
Audit chatbot scripts for linguistic stability, persona adherence, and conversational quality.
Editorial Prover
Every AI agent writes the same way. uniform sentences, identical rhythm, filler words. Editorial Prover breaks the pattern with a structured self-audit: name the reader, justify the hook, map the rhythm, find the weakest sentence, and prove the paragraph structure varies.
Bring your own AI
Change the model, client or framework. Keep Agent Persona Consistency Scanner 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 Agent Persona Consistency Scanner.
The practical details behind the request, access and result.
How does the formality score calculation work?
The calculate_formality capability counts the number of contractions found in the input text and calculates a density score relative to the total word count (contractions per 100 words).
Can I use a custom list of forbidden words?
Yes, the check_vocabulary capability accepts a JSON array of strings representing your restricted lexicon to identify any violations in the text.
What is included in a full persona drift analysis?
The scan_persona capability performs an integrated audit, combining pronoun ratio analysis, formality scoring, and vocabulary violation checks into a single comprehensive persona drift score.
How is the persona drift score calculated?
The drift score is an aggregate metric derived from deviations in pronoun usage, contraction density (formality), and the presence of forbidden words found via analyze_text_consistency.
Can I use this with Claude Desktop?
Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.
What is a vocabulary boundary violation?
A violation occurs when the text contains words defined in the persona's forbidden lexicon, which can be retrieved using get_persona_lexicon.
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Give your agent a direct line to Agent Persona Consistency Scanner.
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