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systemprompt-mcp-interview

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A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios

5 stars TypeScriptAI & Machine Learning Updated Sep 21, 2025

Documentation

systemprompt-mcp-interview

npm version
License: Apache-2.0
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A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios.

This server is designed to work with the systemprompt-io system, providing an interactive voice interface for interview practice.

API key required. (currently free)

Features

  • Interview Roleplay
    • AI Integration

      Installation

      1/ Connect the MCP server in your systemprompt.io console

      2/ Add a CV in text format to the summarize_cv tool

      3/ List CVs and copy the uri of the resource

      4/ Configure interview using configure_interview tool and resource uri with your instructions

      5/ Activate the agent, and your roleplay will be available

      Demo

      Watch our demonstration video of an AI-powered interview roleplay scenario where a candidate interviews for the position of "King of the Gorillas":

      ▶️ Watch Demo Video

      ▶️ Watch Setup Video

      The demo showcases:

      • Natural conversation flow with AI interviewer
      • Creative scenario-based questions
      • Real-time response handling
      • Dynamic interview progression
      • Personality assessment through roleplay

      Documentation

      Development

      Frequently asked questions

      What is systemprompt-mcp-interview?

      systemprompt-mcp-interview is A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios

      How do I install systemprompt-mcp-interview?

      Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

      Is systemprompt-mcp-interview open source?

      Yes — it is hosted on GitHub at https://github.com/Ejb503/systemprompt-mcp-interview and has 5 stars.

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