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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Cognitive Load Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Quantify the mental effort required to process text by measuring linguistic complexity.

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 · 3 capabilities

The complete Cognitive Load Scorer capability set.

These are the exact actions your AI can choose when you ask it to work with Cognitive Load Scorer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Cognitive Load Scorer.

  1. 01

    Calculate working memory load

    Calculate the working memory load of a text

  2. 02

    Analyze syntactic structure

    Analyze the syntactic structure of a text

  3. 03

    Evaluate lexical difficulty

    Evaluate the lexical difficulty of a text

Observed, not estimated

658ms average. Fast in production.

Cognitive Load Scorer is checked daily against the live service.

Daily averagePeak 862ms
Aug 24Today
Fastest day
506ms
Slowest day
862ms
14-day trend
Improving-20%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Cognitive Load Scorer, so you can see the experience inside your AI.

It does not authenticate your account with Cognitive Load Scorer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Cognitive Load Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_1KOk7RIHolegTPgiDAmHVbg9WXzxAjAtmJSywT4M/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 — Cognitive Load Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cognitive-load-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_1KOk7RIHolegTPgiDAmHVbg9WXzxAjAtmJSywT4M/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 Cognitive Load Scorer owners ask.

  • 01

    What does the analyze_syntactic_structure capability measure?

    It determines structural effort by calculating maximum nested clause depth and negation density within your text.

  • 02

    How is lexical difficulty evaluated?

    The evaluate_lexical_difficulty capability compares words against lists of concrete and abstract terms, while also measuring the density of jargon and acronyms.

  • 03

    Can I use this to check for reader fatigue?

    Yes, by using calculate_working_memory_load, you can identify high-pressure structures like long lists that increase the risk of cognitive overload.

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