Google Jobs Scraper MCP

Item: Google Jobs Scraper MCP
Rating: 41
Author: M8ven

Enables AI assistants to search Google Jobs and retrieve structured job listings, including titles, companies, locations, descriptions, and direct apply links, through natural language queries. Supports location targeting, country/language filters, and pagination.

→ johnisanerd/Apify-Google-Jobs-Scraper · listed on 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.

🔐

You'll be asked for 1 credential: APIFY_API_TOKEN

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.

🔐 secretAPIFY_API_TOKEN— export ="your_api_key_here"

// 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 2 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/johnisanerd-apify-google-jobs-scraper-1gd0hm)](https://m8ven.ai/mcp/johnisanerd-apify-google-jobs-scraper-1gd0hm)

commit: b43c15f2c9950be4e99b304cfa0e17ce099434a3

code hash: d276ed00047448a520b752b7d4f7ead787b77667c12be801d8c1c358d971920a

verified: 7/31/2026, 8:55:57 AM

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