About systemprompt-mcp-interview
systemprompt-mcp-interview is an MCP server for practicing interviews through voice-based roleplay with AI personas. It supports configurable scenarios, response feedback, and CV-based setup within the systemprompt-io system.
Key features
- 01Practice interviews with AI personas
- 02Receive real-time response feedback
- 03Configure interview scenarios
- 04Use voice synthesis and streamed responses
Use cases
- 01Rehearse responses for an interview
- 02Practice with a customized interview scenario
MCP support
The MCP server works with the systemprompt-io system to provide interview roleplay. It includes tools to summarize a CV and configure an interview using a resource URI.
Configuration
Local server config is the same for every client. Copy it into your client’s MCP config file.
We haven’t collected a package or remote endpoint for this server. Follow the instructions in the project README.
Tools
Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.
Details
From the project READMEsystemprompt-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
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.