systemprompt-mcp-interview

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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

  • Practice interviews with AI-powered personas
  • Receive real-time feedback on responses
  • Customizable interview scenarios
  • Natural conversation flow

• AI Integration

  • Advanced natural language processing
  • Context-aware responses
  • Real-time voice synthesis
  • Streaming responses for immediate feedback

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

• Full API Documentation
• Client Setup Guide
• Server Configuration

Development