# interview-mcp-server

> Use this tool when you need to streamline technical interviews, automate question generation, and improve candidate evaluation. It takes resumes and conversation recordings as inputs and produces customized interview questions and evaluation reports as outputs. Ideal for recruiters, hiring managers, and interviewers looking to enhance their interview processes and make data-driven hiring decisions.

Canonical page: https://skillsregistry.net/skills/helloggx-interview-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/helloggx-interview-mcp-server

## Description

Intelligent interview assistant that parses resumes, generates interview questions, records conversations, and produces evaluation reports for technical interviews.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/d40i8wked5)
- **Repository:** <https://github.com/HelloGGX/interview-mcp-server>

## 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": "helloggx-interview-mcp-server"
    }
  }
}
```

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