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systemprompt-mcp-interview

systemprompt-mcp-interview

Public
Ejb503/systemprompt-mcp-interview

A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios for practice with realistic conversational feedback.

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May 29, 2025
Updated May 30, 2025

systemprompt-mcp-interview

Website| Get API Key

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

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