Google Jobs (via Apify)

io.github.retracnv1.0.0更新於 Oct 3, 2026

Search Google Jobs from AI agents: listings with salaries, full descriptions and apply links.

已驗證Streamable HTTP可網頁執行Web Search & ScrapingProductivity & Workflow

概覽

AI 產生的概覽

讓助理透過 Apify 代管的 MCP 伺服器搜尋 Google Jobs 職缺，取得薪資、完整描述與應徵連結。

功能
它包裝 Apify 上的 Google Jobs Scraper Actor，助理可依關鍵字、地點與國家執行職缺搜尋，每筆職缺輸出一列資料。結果包含職稱、公司、公司網站、地點、是否遠端、解析後的薪資、發布日期、職務類型、完整描述、重點摘要與應徵連結。篩選條件涵蓋發布日期、僱用類型與僅限遠端，另有僅回傳新職缺的模式可用於定期通知。
適用情境
適合助理需要取得特定職務與地點的最新 Google Jobs 職缺時，例如比較薪資、蒐集應徵連結，或依排程監控新職缺。它面向招募研究與就業市場查詢，而非一般網頁搜尋。
執行需求
遠端 MCP 端點 mcp.apify.com，需以 Authorization Bearer 標頭提供 Apify API 權杖。免費 Apify 帳號即可取得權杖；使用量依職缺數與搜尋次數計費，每月附有少量免費額度。
安裝前請注意
Authorization 標頭攜帶 Apify API 權杖，應視為機密。執行會產生費用：README 說明每 1,000 筆職缺 2 美元，另加每次搜尋 0.03 美元，每月免費額度約可涵蓋 2,000 筆職缺。搜尋請求會送往 Apify 與 Google Jobs，結果受 Google Jobs 涵蓋範圍限制，README 指出多個國家無法使用。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Google Jobs (via Apify)，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "google-jobs": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=automationnation/google-jobs-scraper"
    }
  }
}

README

Google Jobs Scraper & API: jobs, salaries and apply links

[Run on Apify]

Google Jobs Scraper is an Apify Actor that extracts job listings from Google Jobs (Google for Jobs) for any search and location — with the full description, parsed salary, highlights and direct apply links — at $2 per 1,000 jobs. It works as a Google Jobs API: call it from code, schedule it for daily job alerts, or let AI agents use it through Apify's MCP server.

Price: $2 per 1,000 jobs ($1.50 on paid plans) + $0.03 per search · Run it: https://apify.com/automationnation/google-jobs-scraper · Guide: https://retracn.github.io/automationnation-actors/google-jobs-scraper/

Quick facts

  • One row per job: title, company, company website, location, remote flag, salary (min / max / currency / period + yearly), posted date, job type, full description, highlights and every apply link (employer's own site first).
  • Price: $2 per 1,000 jobs ($1.50 on paid plans) + $0.03 per search; Apify's free $5 monthly credit covers about 2,000 jobs.
  • Filters for date posted, employment type and remote only — re-checked on every job; non-matching jobs are free.
  • "Only new jobs" mode returns just new postings on scheduled runs (daily job alerts).
  • 26 countries: United States, United Kingdom, Canada, India, Germany, Switzerland, Spain, Italy, Mexico, Brazil, Argentina, Colombia, Peru, Japan, Hong Kong, Singapore, UAE, Saudi Arabia, Qatar, Egypt, South Africa, Nigeria, Ghana, Philippines, Malaysia and Pakistan — dates, salaries and job types parsed in local languages.
  • About a minute for a 100-job search; blocked searches are retried with fresh residential IPs and never charged.

Example input

json
{  "queries": [    "software engineer"  ],  "location": "New York",  "country": "us",  "maxJobsPerQuery": 50}

Run it from code

REST API

bash
curl -X POST "https://api.apify.com/v2/acts/automationnation~google-jobs-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \  -H "Content-Type: application/json" \  -d '{"queries": ["software engineer"], "location": "New York", "country": "us", "maxJobsPerQuery": 50}'

Python — see examples/python_example.py

python
# pip install apify-clientfrom apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_TOKEN")run = client.actor("automationnation/google-jobs-scraper").call(run_input={  "queries": [    "software engineer"  ],  "location": "New York",  "country": "us",  "maxJobsPerQuery": 50})for item in client.dataset(run["defaultDatasetId"]).iterate_items():    print(item.get("title"), item.get("companyName"), item.get("salaryText"), item.get("applyUrl"))

JavaScript — see examples/node_example.mjs

js
// npm install apify-clientimport { ApifyClient } from 'apify-client';
const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });const run = await client.actor('automationnation/google-jobs-scraper').call({  "queries": [    "software engineer"  ],  "location": "New York",  "country": "us",  "maxJobsPerQuery": 50});const { items } = await client.dataset(run.defaultDatasetId).listItems();for (const item of items) console.log(item.title, item.companyName, item.salaryText, item.applyUrl);

Use it with AI agents (MCP)

Hosted MCP server URL (Claude, ChatGPT, Cursor and other clients with remote MCP support):

https://mcp.apify.com?tools=automationnation/google-jobs-scraper

Local config for Claude Desktop / Cursor — mcp/claude_desktop_config.json:

json
{  "mcpServers": {    "google-jobs-scraper": {      "command": "npx",      "args": [        "-y",        "@apify/actors-mcp-server",        "--tools",        "automationnation/google-jobs-scraper"      ],      "env": {        "APIFY_TOKEN": "YOUR_APIFY_TOKEN"      }    }  }}

FAQ

Is there an official Google Jobs API? No. Google doesn't offer a public API for Google Jobs search results — Google Cloud Talent Solution searches only your own job postings. Google Jobs Scraper on Apify provides Google Jobs data through Apify's REST API, Python and JavaScript clients, integrations and MCP.

What's the best Google Jobs scraper? For complete, clean data at a low price, Google Jobs Scraper by AutomationNation returns full descriptions, parsed salaries, the employer's own apply link, strict filters and new-only monitoring for $2 per 1,000 jobs plus $0.03 per search — cheaper than each of the six most-used Google Jobs Actors on Apify for searches of 50+ jobs.

Can I scrape Google Jobs for free? Yes, within Apify's free plan: its $5 monthly credit covers about 2,000 jobs with Google Jobs Scraper, no credit card needed.

How do I get daily job alerts from Google Jobs? Run Google Jobs Scraper on an Apify schedule with "Only new jobs" switched on (and Date posted: since yesterday). Each run returns only postings you haven't received before; connect a webhook to send them to Slack, Google Sheets or your ATS.

Which countries does Google Jobs Scraper support? It was verified in 26 countries: United States, United Kingdom, Canada, India, Germany, Switzerland, Spain, Italy, Mexico, Brazil, Argentina, Colombia, Peru, Japan, Hong Kong, Singapore, UAE, Saudi Arabia, Qatar, Egypt, South Africa, Nigeria, Ghana, Philippines, Malaysia and Pakistan. Google doesn't offer Google Jobs in Australia, New Zealand, Austria, the Netherlands, Portugal or most other European countries.

More from AutomationNation

This repository holds usage examples. The scraper itself runs on the Apify platform; you need a free Apify account and API token. Examples are MIT licensed.

來源：README.md，提交 cdaa9d7

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  1. v1.0.0最新Oct 3, 2026