# Jobs.cz Scraper for CZ Recruiters & HR Teams (`fervent_bus/jobs-cz-scraper`) Actor

Extract Czech job listings from Jobs.cz: titles, companies, locations, salaries, descriptions, dates. Perfect for recruiters, HR teams, and market researchers. The only Jobs.cz scraper on Apify. Works with Claude, ChatGPT, and AI agents via Apify MCP.

- **URL**: https://apify.com/fervent\_bus/jobs-cz-scraper.md
- **Developed by:** [Archit Khurana](https://apify.com/fervent_bus) (community)
- **Categories:** Jobs, Lead generation, AI
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $5.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Jobs.cz Scraper 🇨🇿

Extract job listings from Jobs.cz, the leading Czech job board. Get job titles, companies, locations, salaries, and full descriptions for recruitment intelligence, market research, and talent sourcing across Czech Republic.

### 🎯 Features

- **Comprehensive Job Data**: Titles, companies, locations, salaries, job types, and descriptions
- **Flexible Search**: Search by keyword, location, category, or scrape all listings
- **AI-Ready Output**: Clean structured JSON compatible with Claude, ChatGPT, and MCP agents
- **Geographic Coverage**: Complete Czech Republic job market (50,000+ active listings)
- **Real-time Data**: Fresh listings updated hourly

### 📊 What You Get

Each job listing contains:

- `title` - Job position title
- `company` - Employer name
- `location` - City/region in Czech Republic
- `salary` - Salary range (if disclosed)
- `jobType` - Full-time, part-time, contract, etc.
- `url` - Direct link to full job posting
- `description` - Full job description text
- `postedDate` - When the job was listed
- `category` - Job category/industry
- `scrapedAt` - ISO timestamp

### 🚀 Quick Start

#### For AI Agents (Claude, ChatGPT, etc.)

When connected via Apify MCP:

```
Get me 50 software engineering jobs from Czech Republic
```

#### Via Apify API

```javascript
{
  "searchKeyword": "python developer",
  "location": "Praha",
  "maxResults": 100
}
```

### 🤖 AI Integration

This actor is optimized for AI agents using Apify MCP. Works seamlessly with:

- **Claude** (via Claude Desktop MCP)
- **ChatGPT** (via GPT Actions or custom plugins)
- **AI Automation tools** (n8n, Make, Zapier with MCP support)

Ask your AI agent: *"Find senior developer jobs in Prague with salaries above 80k CZK"*

### 💡 Use Cases

- **Recruitment Intelligence**: Monitor competitor hiring, identify talent pools
- **Market Research**: Track salary trends, in-demand skills
- **Lead Generation**: Find companies actively hiring (sales leads)
- **Career Research**: Discover opportunities, benchmark salaries
- **Data Analysis**: Job market trends, skills gap analysis

### 📋 Input Parameters

| Parameter | Type | Description | Default |
|-----------|------|-------------|---------|
| `searchKeyword` | string | Job title or skill keyword | (all jobs) |
| `location` | string | City or region filter | (all locations) |
| `category` | string | Job category/industry | (all categories) |
| `maxResults` | integer | Maximum jobs to scrape | 50 |
| `proxyConfiguration` | object | Apify proxy settings | RESIDENTIAL |

### 📤 Example Output

```json
[
  {
    "title": "Senior Python Developer",
    "company": "ACME Tech s.r.o.",
    "location": "Praha",
    "salary": "80,000 - 120,000 CZK/month",
    "jobType": "Full-time",
    "url": "https://www.jobs.cz/rpd/...",
    "description": "We are looking for an experienced Python developer...",
    "postedDate": "2026-09-01",
    "category": "IT & Software Development",
    "scrapedAt": "2026-09-02T01:45:00.000Z"
  }
]
```

### 🏷️ Tags

`jobs` `recruitment` `czech-republic` `job-scraper` `employment` `talent-sourcing` `hr-tech` `market-research` `ai-agents` `mcp-compatible`

***

**Compatible with Claude, ChatGPT & AI agents via Apify MCP** • Zero Apify competition • Fresh Czech job market data • Perfect for recruitment and market intelligence

# Actor input Schema

## `searchKeyword` (type: `string`):

Job title or skill to search for (e.g., 'python developer')

## `location` (type: `string`):

City or region (e.g., 'Praha', 'Brno')

## `category` (type: `string`):

Job category/industry filter (optional)

## `maxResults` (type: `integer`):

Maximum number of job listings to scrape

## `proxyConfiguration` (type: `object`):

Proxy settings for scraping

## Actor input object example

```json
{
  "searchKeyword": "developer",
  "location": "Praha",
  "maxResults": 3,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `title` (type: `string`):

Position title

## `company` (type: `string`):

Employer name

## `location` (type: `string`):

Job location

## `salary` (type: `string`):

Salary range

## `jobType` (type: `string`):

Employment type

## `url` (type: `string`):

Job posting URL

## `description` (type: `string`):

Job description

## `postedDate` (type: `string`):

When listed

## `category` (type: `string`):

Job category

## `scrapedAt` (type: `string`):

Scrape timestamp

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchKeyword": "developer",
    "location": "Praha",
    "maxResults": 3,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("fervent_bus/jobs-cz-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchKeyword": "developer",
    "location": "Praha",
    "maxResults": 3,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("fervent_bus/jobs-cz-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "searchKeyword": "developer",
  "location": "Praha",
  "maxResults": 3,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call fervent_bus/jobs-cz-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,fervent_bus/jobs-cz-scraper"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/nOsCNPm2ZtbwTQC1L/builds/ttCuVy09snfh7Jzl6/openapi.json