# LeParking.fr Used Cars Scraper (`rainminer/leparking-fr-scraper`) Actor

Extract used car listings from LeParking.fr search results. Get titles, prices, years, mileage, locations, and listing URLs for European vehicle market monitoring and lead generation.

- **URL**: https://apify.com/rainminer/leparking-fr-scraper.md
- **Developed by:** [rainminer](https://apify.com/rainminer) (community)
- **Categories:** E-commerce, Travel
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $5.98 / 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/platform/actors/running/actors-in-store#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

### What does Le Parking France Car Scraper do?

Le Parking France Car Scraper extracts public used car listings from [leparking.fr](https://www.leparking.fr/). Add a Le Parking search URL and get a structured dataset with vehicle titles, prices, years, mileage, locations, makes, models, and listing URLs.

Use it to monitor European used car inventory, compare market prices, collect leads from public listings, or build internal vehicle research workflows. Results can be downloaded as JSON, CSV, Excel, HTML, or connected to your tools through the Apify API.

### What Le Parking data can you extract?

| Field      | Description                            |
| ---------- | -------------------------------------- |
| `title`    | Vehicle listing title                  |
| `price`    | Listed price as a number               |
| `currency` | Listing currency, usually EUR          |
| `year`     | Vehicle year when available            |
| `mileage`  | Mileage in kilometers                  |
| `location` | Country or region shown on the listing |
| `make`     | Vehicle make                           |
| `model`    | Vehicle model                          |
| `url`      | Public Le Parking detail URL           |

### How to scrape Le Parking used car listings

1. Open the Actor input tab.
2. Add one or more Le Parking search URLs, such as `https://www.leparking.fr/voiture-occasion/occasion.html`.
3. Set `maxItems` to the number of listings you want per start URL.
4. Run the Actor and download the dataset in your preferred format.

The Actor is designed for public search and detail pages. It does not require or accept Le Parking account credentials.

### How much does scraping Le Parking cost?

This Actor uses pay-per-result pricing when monetization is enabled. You are charged for each vehicle listing saved to the dataset, so small test runs stay inexpensive and larger monitoring jobs scale predictably.

Apify also gives you scheduling, API access, dataset storage, webhooks, and integrations so you can run repeatable Le Parking data collection without managing scraping infrastructure.

### Input example

```json
{
  "startUrls": [
    { "url": "https://www.leparking.fr/voiture-occasion/occasion.html" }
  ],
  "maxItems": 25,
  "proxyConfiguration": { "useApifyProxy": false }
}
```

### Output example

```json
{
  "title": "Mazda Cx-80 E-skyactiv 2.5 4X4",
  "price": 43540,
  "currency": "EUR",
  "year": 2025,
  "mileage": 11464,
  "location": "ALLEMAGNE",
  "make": "Mazda",
  "model": "Cx-80",
  "url": "https://www.leparking.fr/voiture-occasion-detail/mazda-cx-80-e-skyactiv/2-5-e-skyactiv-plug-in-hybrid/COMVX0ML.html",
  "scrapedAt": "2026-07-30T00:00:00.000Z"
}
```

### FAQ

#### Is it legal to scrape Le Parking?

This Actor extracts public web data only. You should make sure your use case has a lawful basis and complies with applicable regulations, especially if you combine results with other data sources.

#### Can I scrape multiple Le Parking searches?

Yes. Add multiple search URLs to `startUrls`; `maxItems` is applied per start URL.

#### What if my run is blocked?

Most concrete Le Parking search pages work without a proxy. If your run is blocked from your region, enable Apify Proxy in the input.

### Image Credit

Image credit: [leparking.fr](https://www.leparking.fr/)

# Actor input Schema

## `startUrls` (type: `array`):

Le Parking France search URLs or individual vehicle detail URLs. The broad /voiture-occasion/ URL is normalized to a concrete public search route.

## `maxItems` (type: `integer`):

Maximum number of vehicle listings to return per start URL.

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

Proxy settings. Concrete Le Parking search pages usually work without a proxy; enable Apify Proxy if your region is blocked.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.leparking.fr/voiture-occasion/occasion.html"
    }
  ],
  "maxItems": 5,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `overview` (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 = {
    "startUrls": [
        {
            "url": "https://www.leparking.fr/voiture-occasion/occasion.html"
        }
    ],
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("rainminer/leparking-fr-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 = {
    "startUrls": [{ "url": "https://www.leparking.fr/voiture-occasion/occasion.html" }],
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("rainminer/leparking-fr-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 '{
  "startUrls": [
    {
      "url": "https://www.leparking.fr/voiture-occasion/occasion.html"
    }
  ],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call rainminer/leparking-fr-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,rainminer/leparking-fr-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/41PUjimvfhC4WXapR/builds/r9c9Z0VguLGBshTSj/openapi.json