Interview Prep MCP Agent

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

→ NUPUR0307/interview-prep-mcp · listed on glama

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Glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: OPENAI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretOPENAI_API_KEY— Add your to .env

configINTERVIEW_PREP_DATA_DIR

configOPENAI_MODEL— The default is gpt-5.4-mini, chosen as a cost-conscious tool-calling model. Set in .env to use a different compatible model.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/nupur0307-interview-prep-mcp-blldqz)](https://m8ven.ai/mcp/nupur0307-interview-prep-mcp-blldqz)

commit: bbc80ce859f21cbcd5550d77e83f51c139d5b614

code hash: c1dcb3ba3369bf8bd0b81a8e9b9c2e00316d9f2daa0406ee11178b39387209da

verified: 6/24/2026, 10:28:37 AM

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