# Interview Prep MCP Agent

> Use this tool when you need to prepare for a job interview, as it analyzes resumes and job descriptions to generate role-specific questions and evaluates answers using AI-powered tools. It solves problems of uncertainty and unpreparedness in job interviews by providing personalized question sets and feedback. The tool takes in resumes and job descriptions as inputs and outputs tailored interview questions and answer evaluations.

Canonical page: https://skillsregistry.net/skills/nupur0307-interview-prep-mcp  
JSON: https://api.skillsregistry.net/v1/skills/nupur0307-interview-prep-mcp

## Description

Enables interview preparation by analyzing resumes and job descriptions, generating role-specific questions, and evaluating answers using MCP tools integrated with an OpenAI agent.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/nyjnoq78ud)
- **Repository:** <https://github.com/NUPUR0307/interview-prep-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "nupur0307-interview-prep-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/nupur0307-interview-prep-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/nupur0307-interview-prep-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt