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systemprompt-mcp-interview: AI Roleplay, Instant Feedback & Real Prep - MCP Implementation

systemprompt-mcp-interview: AI Roleplay, Instant Feedback & Real Prep

Transform your interview prep with AI-powered roleplay scenarios - customize questions, get instant feedback, and crush your next interview. Our MCP server makes practice feel real." )

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This tool saved users approximately 13785 hours last month!

About systemprompt-mcp-interview

What is systemprompt-mcp-interview: AI Roleplay, Instant Feedback & Real Prep?

SystemPrompt-MCP-Interview is a cutting-edge AI-driven platform designed to transform interview preparation into an immersive, interactive experience. By leveraging advanced natural language processing and roleplay scenarios, it empowers users to simulate real-world interviews with AI-powered personas. Whether you’re a job seeker refining answers or a hiring manager testing candidate readiness, this tool offers real-time feedback and dynamic conversation flows to bridge the gap between practice and reality. Imagine facing a panel for a role like "King of the Gorillas"—the platform’s creativity and realism are unmatched.

How to use systemprompt-mcp-interview: AI Roleplay, Instant Feedback & Real Prep?

Setting up your interview simulation is straightforward:

  1. Link your MCP server via the SystemPrompt console.
  2. Upload your CV in text format to the CV summarizer tool.
  3. Select your CV and configure interview parameters (e.g., role, difficulty).
  4. Activate the simulation to engage with AI interviewers in real time.

Watch the demo here to see it in action.

systemprompt-mcp-interview Features

Key Features Driving Success

Roleplay Mastery

  • Scenario Customization: Tailor scenarios to mimic corporate, startup, or even fantastical roles (hello, Gorilla Kingdom).
  • Dynamic Responses: AI judges answers on logic, tone, and structure, adapting questions based on performance.

AI-Powered Innovation

  • Real-Time Analytics: Instant feedback on timing, confidence, and content quality.
  • Voice Synthesis: Optional audio responses create audio-visual realism.

Use Cases That Matter

From entry-level to executive roles, this platform adapts seamlessly:

  • Candidate Prep: Graduates rehearsing for tech interviews or creative roles.
  • Team Training: Sales teams practicing client negotiation simulations.
  • Corporate HR: Scalable candidate assessment for high-volume hiring.

systemprompt-mcp-interview FAQ

FAQ: Get Answers Before You Start

Is it free?
Yes! The core platform is free to use—no credit card required.
How do I get an API key?
Generate one instantly during setup via the developer portal.
Does it support multiple languages?
Currently English-only, but multilingual support is coming Q3 2024.

Still have questions? Join our community forum for real-time help.

Content

systemprompt-mcp-interview

npm version License: Apache-2.0 Twitter Follow Discord

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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

Development

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