systemprompt-mcp-interview

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

This server cannot be installed

security - not tested

license - not found

quality - not tested

How are these scores calculated?

remote-capable server

The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.

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

Related Resources

Reddit Discussion about this server

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