# Czech Jobs Scraper: Jobs.cz Job Listings & Salaries (`plainrows/jobs-cz-scraper`) Actor

Jobs.cz scraper and MCP tool for Czech jobs: paste jobs.cz search URLs or keywords + a Czech place, get each job ad with title, company, place, salary range in CZK, remote work and link. No login. Pay per job ($0.0012 or less) plus a $0.001 start fee per run.

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

## Pricing

from $0.90 / 1,000 jobs

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?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Jobs.cz Scraper: Czech Job Listings & Salaries

A **jobs.cz scraper for Czech jobs**: get public job ads from **jobs.cz**, the largest job board of the Czech Republic, for any keyword and place: **job title, company, place of work, salary range in CZK (when the ad shows one), remote work, employer reviews count, posting label and link**. Paste jobs.cz search URLs, or type keywords and Czech places.

Plain HTTP requests, no browser: **no login, no account, no cookies**. The Actor reads only the public search pages, one page at a time per search with a pause between pages, and respects the robots.txt of jobs.cz.

### Typical uses

- **Czech job market research**: how many IT, finance or logistics jobs are open in Praha, Brno or Ostrava, and at what salary.
- **Salary benchmarks**: salary ranges in CZK shown by employers for a job title or a region.
- **Recruitment agencies and sales teams**: which Czech companies are hiring, for what, where.
- **Job boards and alerts**: feed new Czech ads into your own site, Slack, Google Sheets or an AI agent every day.
- **Spreadsheets, BI and AI agents**: clean rows for Google Sheets, n8n, Make, Zapier or an MCP client.

### What you get

One row per job ad:

| Field | Description |
|---|---|
| `search`, `searchUrl` | Your search and the jobs.cz page read |
| `jobId`, `url` | jobs.cz ad ID and job link (without tracking parameters) |
| `title` | Job title |
| `employer` | Company name shown on the ad (never a recruiter or contact person) |
| `place` | Place of work as shown (`Praha – Karlín`, `Brno`) |
| `salaryText`, `salaryMin`, `salaryMax`, `salaryCurrency` | Monthly salary as shown (`40 000 – 80 000 Kč`), its bounds, and `CZK` or `EUR` |
| `remoteWork` | `occasional` (occasional home office) or `mostly` (mostly from home), when the ad says so |
| `respondsWithin2Weeks` | The employer promises an answer within 2 weeks |
| `promoted` | Paid highlight ("Příležitost dne") |
| `freshness` | Card label in Czech: a day without year (`15. října` = 15 October), `Přidáno před hodinou` (added an hour ago), `Aktualizováno…` (updated), `Končí zítra` (ends tomorrow) or `Příležitost dne` (promoted) |
| `employerReviews` | Number of employer reviews on Atmoskop, when shown |
| `page`, `position`, `totalResults` | Where the job was, and how many jobs the site reports |
| `observedAt` | When the page was read (UTC) |

Missing values are always `null`, never guessed. No contact name is collected. A search without jobs (or blocked, or unreadable) gets one free row with `found: false`, a `status` and a `message`.

#### Example row

```json
{
  "search": "https://www.jobs.cz/prace/praha/",
  "found": true,
  "jobId": "2000989630",
  "title": "B2B Business Development Manager - Bolt Business",
  "employer": "Bolt Services CZ s.r.o.",
  "place": "Praha – Karlín",
  "salaryText": "90 000 – 130 000 Kč",
  "salaryMin": 90000,
  "salaryMax": 130000,
  "salaryCurrency": "CZK",
  "remoteWork": "occasional",
  "respondsWithin2Weeks": true,
  "promoted": true,
  "url": "https://www.jobs.cz/rpd/2000989630/",
  "status": "FOUND"
}
```

### Input

```json
{
  "searchUrls": ["https://www.jobs.cz/prace/praha/"],
  "keywords": ["python", "účetní"],
  "locations": ["Brno"],
  "maxResultsPerSearch": 30
}
```

- **searchUrls**: search pages from jobs.cz (`https://www.jobs.cz/prace/…`), with any filter. The page number is ignored.
- **keywords** and **locations**: each keyword is searched in each place; with no place, across the Czech Republic. A place alone lists all its jobs. Places are matched to the jobs.cz place pages (`Praha` → `/prace/praha/`); a place jobs.cz does not know returns a free `NOT_FOUND` row: then copy the search URL from jobs.cz instead.
- **maxResultsPerSearch**: 1 to 1,000 (default 30). jobs.cz shows 30 jobs per page; the Actor reads up to 34 pages per search.

Up to 100 searches per run. Jobs found by two of your searches are returned and billed once.

### Pricing

Pay per event: **one event per job returned**, plus a small start fee per run ($0.001).

| Plan | Per job | Per 1,000 jobs |
|---|---|---|
| Free | $0.0012 | $1.20 |
| Bronze | $0.0011 | $1.10 |
| Silver | $0.0010 | $1.00 |
| Gold | $0.0009 | $0.90 |

Free: searches without jobs, pages that are blocked or cannot be read, ads without title, company or link, duplicates and input mistakes. On the free Apify plan, a run reads up to 3 searches and 20 jobs per search.

### Limits

- Search pages only: the full job description, requirements and benefits stay on the ad page (`url`).
- The salary is the one shown on the search page; many ads show none (`null`).
- `freshness` is the site's own label in Czech (a day without year, or "added an hour ago"), not an ISO date.
- In a test run (18.10), about 1 ad in 4 showed a salary.
- Some ads link to an employer career page hosted by jobs.cz; `url` is the link as shown.

### FAQ

**Is it legal?** The Actor reads only pages anyone can see without an account, at a slow pace, and respects robots.txt. It returns the job ad as the site publishes it, and no contact name. You are responsible for how you use the data.

**Does it return the full description?** Not yet: the search pages do not show it. Open `url` for the full ad. A version that reads the ad page is planned if users ask for it.

**Why are some searches empty or BLOCKED?** If the site refuses a request (rate limit or bot check), the Actor stops that search and charges nothing beyond the results already delivered. If this happens after the first page, the run summary warns that the search stopped early and its results are partial. It never solves or bypasses a check. Try again later.

**Which language?** Titles stay in the language of the ad (mostly Czech, sometimes English); field names and statuses are in English.

### More PlainRows tools

Same pay-per-result pricing, same clean JSON, built to chain together in n8n, Make, Zapier or AI agents.

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### Support

Open an issue on the Actor's page: issues are read and answered. Need another field, a higher limit or a custom version for your workflow? Ask in an issue.

# Actor input Schema

## `searchUrls` (type: `array`):

Job search pages copied from jobs.cz, e.g. https://www.jobs.cz/prace/praha/ or https://www.jobs.cz/prace/brno/?q%5B%5D=python (filters in the URL are kept). The page number is ignored: the Actor reads the pages itself. Up to 100 searches per run.

## `keywords` (type: `array`):

Job titles or skills, in Czech or English ("python", "účetní", "data analyst"). Each keyword is searched in each place below.

## `locations` (type: `array`):

Czech towns or regions ("Praha", "Brno", "Jihomoravský kraj"). With keywords: searched together; alone: all jobs in the place. Leave empty to search the whole Czech Republic. An unknown place returns a free NOT_FOUND row.

## `maxResultsPerSearch` (type: `integer`):

jobs.cz shows 30 jobs per page; the Actor reads up to 34 pages (1,000 jobs) per search, one after the other.

## Actor input object example

```json
{
  "searchUrls": [
    "https://www.jobs.cz/prace/praha/"
  ],
  "maxResultsPerSearch": 30
}
```

# Actor output Schema

## `results` (type: `string`):

No description

## `summary` (type: `string`):

No description

# 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 = {
    "searchUrls": [
        "https://www.jobs.cz/prace/praha/"
    ],
    "maxResultsPerSearch": 30
};

// Run the Actor and wait for it to finish
const run = await client.actor("plainrows/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 = {
    "searchUrls": ["https://www.jobs.cz/prace/praha/"],
    "maxResultsPerSearch": 30,
}

# Run the Actor and wait for it to finish
run = client.actor("plainrows/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 '{
  "searchUrls": [
    "https://www.jobs.cz/prace/praha/"
  ],
  "maxResultsPerSearch": 30
}' |
apify call plainrows/jobs-cz-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,plainrows/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/NCJdeZf4dUvnD0nCX/builds/TSrUSclUonQiA3ESL/openapi.json