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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Accelerator Instructor Effectiveness with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Get data-driven insights to improve your training quality.

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 Accelerator Instructor Effectiveness capability set.

These are the exact actions your AI can choose when you ask it to work with Accelerator Instructor Effectiveness.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Accelerator Instructor Effectiveness.

  1. 01

    Get effectiveness trend

    Determine if an instructor's performance is improving, declining, or staying consistent

  2. 02

    Recommend instructors

    Suggest the most suitable instructors for a specific upcoming curriculum or session

  3. 03

    Get instructor score

    Calculate a single, comprehensive effectiveness score for a specific instructor

Observed, not estimated

764ms average. Fast in production.

Accelerator Instructor Effectiveness is checked daily against the live service.

Daily averagePeak 952ms
Aug 25Today
Fastest day
669ms
Slowest day
952ms
14-day trend
Improving-6%

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 Accelerator Instructor Effectiveness, so you can see the experience inside your AI.

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

Accelerator Instructor Effectiveness Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_VP4WeO1Ug12b05Xj97Rt2IBpKKfpPwDEj9AyjAVO/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 — Accelerator Instructor Effectiveness capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-instructor-effectiveness-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_VP4WeO1Ug12b05Xj97Rt2IBpKKfpPwDEj9AyjAVO/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

Who it's for

Built for the work Accelerator Instructor Effectiveness owners hand off.

This MCP is essential for L&D professionals and program managers running accelerator programs. If you're responsible for curriculum quality and instructor retention, this capability gives you the data you need to make hiring and scheduling decisions.

  • 01

    Program Manager

    You use this MCP to track overall program health and identify which instructors need support or retraining.

  • 02

    Curriculum Designer

    You rely on this MCP to ensure that new modules are taught by instructors with the perfect background and style match.

  • 03

    Training Director

    You use this MCP to generate reports that prove the value and effectiveness of your entire training department.

FAQ

Questions Accelerator Instructor Effectiveness owners ask.

  • 01

    What data points does this MCP use to calculate an instructor's score?

    The MCP calculates the score using three main data points: attendance records, participant satisfaction ratings, and outcome correlation data. This gives a full view of effectiveness.

  • 02

    Can I use this to predict if an instructor will improve?

    Yes, you can check the performance trend. The MCP determines if an instructor's performance is currently improving, declining, or staying consistent based on historical scores.

  • 03

    Does this require me to manage credentials?

    No. Vinkius hosts and manages the credentials for this MCP. You connect once from your AI client and get immediate access to the capabilities.

  • 04

    Is this only for large companies?

    No. This MCP is designed for any organization running accelerator programs or structured training that needs professional performance metrics.

  • 05

    What if I don't know the instructor's ID?

    The capabilities are designed to accept various inputs, including specific IDs, or general criteria like topic and style, depending on the function you call.

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