Interview Questions MCP Server

An MCP server that gives your AI assistant access to curated AI Engineer interview questions with scoring rubrics. Practice directly in Claude Desktop, Cursor, or any MCP-compatible client.

Tools

Related MCP server: bestaiimageprompt-mcp

Topics

• rag — Retrieval-Augmented Generation

• transformers — Transformer Architecture

• agents — AI Agents

• fine-tuning — Fine-Tuning & Training

• inference — LLM Inference & Optimization

• embeddings — Embeddings & Vector Search

• safety — LLM Safety & Reliability

• prompting — Prompting Techniques

Install

Requires Python 3.10+ and uv (or pip).

Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "interview-questions": {
      "command": "uvx",
      "args": ["--from", "git+https://github.com/Johnnnmai/interview-questions-mcp", "interview-questions-mcp"]
    }
  }
}

Or clone and run locally:

{
  "mcpServers": {
    "interview-questions": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/interview-questions-mcp", "python", "server.py"]
    }
  }
}

Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "interview-questions": {
      "command": "uvx",
      "args": ["--from", "git+https://github.com/Johnnnmai/interview-questions-mcp", "interview-questions-mcp"]
    }
  }
}

Usage

Ask your AI assistant:

• "List interview topics" → calls list_topics()

• "Give me a senior RAG question" → calls get_question(topic="rag", level="senior")

• "Where can I check my answer?" → calls self_check_link()

Every response includes a link to the free self-grading tool.

Full kit

AI Engineer Interview Playbook — 200+ questions with model answers, system design templates, and scoring rubrics.

License

MIT