# Leboncoin Scraper Unlimited (`hexadata/leboncoin-scraper-unlimited`) Actor

⚡ The only Leboncoin scraper with NO limits. Get 100% of search results. Real estate, vehicles, jobs, electronics. Structured data ready for market research, pricing analysis, lead generation. Just paste your URL and extract. Fast, reliable, anti-blocking proxy included.

- **URL**: https://apify.com/hexadata/leboncoin-scraper-unlimited.md
- **Developed by:** [HexaData Labs](https://apify.com/hexadata) (community)
- **Categories:** E-commerce, Real estate, Automation
- **Features:** Limited permissions, Single-tenant, Server interface
- **Stats:** 27 total users, 1 monthly users, 100.0% runs succeeded, 5 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

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

## 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

## Leboncoin Scraper

Extract **all listings** from Leboncoin.fr without any limits. Easily retrieve real estate, vehicles, rentals data and much more in just a few clicks.

> **Version 1.0.1** - Powered by HexaData Labs

### ✨ Features

- **No limits** - Retrieve all listings, even searches with thousands of results
- **Complete data** - Price, description, location, photos, attributes and more
- **Auto-pagination** - Automatically scrolls through all result pages
- **Anti-blocking** - Uses French residential proxies to avoid restrictions
- **Easy to use** - Copy-paste a URL and start scraping
- **Easy export** - Data available in JSON, CSV, Excel

### 🎯 Use Cases

- **Real estate market research** - Analyze prices by region, city or neighborhood
- **Competitive intelligence** - Monitor your competitors' listings
- **Property search** - Find your ideal house or apartment
- **Vehicle price analysis** - Compare used car prices
- **Data science** - Create datasets for your machine learning projects

### 📋 How to Use

#### Step 1: Get the Search URL

1. Go to [leboncoin.fr/recherche](https://www.leboncoin.fr/recherche)
2. Click on **"Filters"** (Filtres)
3. **Select a category** (Real Estate, Vehicles, Electronics, etc.)
4. **Choose a location** (region, department or city) for relevant results
5. Add other filters if needed (price, area, etc.)
6. **Copy the complete URL** from your browser's address bar

> ⚠️ **Important**: The URL must start with `https://www.leboncoin.fr/recherche?category=`
>
> Valid example: `https://www.leboncoin.fr/recherche?category=9&locations=Paris`
>
> ❌ URLs like `https://www.leboncoin.fr/` or `https://www.leboncoin.fr/ventes_immobilieres/` are not supported.

#### Step 2: Configure the Actor

Paste the URL in the **"Leboncoin URL"** field and start scraping!

#### Supported URL Examples

| Search Type | Example URL |
|-------------|-------------|
| Real estate sales | `https://www.leboncoin.fr/recherche?category=9&locations=Paris` |
| Rentals | `https://www.leboncoin.fr/recherche?category=10&locations=Lyon&price=500-1500` |
| Cars | `https://www.leboncoin.fr/recherche?category=2&brand=Renault` |
| Phones | `https://www.leboncoin.fr/recherche?category=17&text=iphone` |
| Any category | Simply copy the URL from your search! |

### ⚙️ Parameters

| Parameter | Description | Default |
|-----------|-------------|---------|
| **Leboncoin URL** | Search URL copied from browser | *(required)* |
| **Max pages** | Maximum number of pages to scrape (leave 100 to get everything) | 100 |
| **Delay between requests** | Pause in seconds between each request | 0.5 |
| **Proxy** | Use Apify proxies (recommended) | Enabled |

### 📤 Data Format

Each listing contains the following information:

```json
{
    "id": "2547896321",
    "titre": "3-room apartment 75m² - City center",
    "description": "Beautiful bright apartment...",
    "prix": 285000,
    "url": "https://www.leboncoin.fr/ad/ventes_immobilieres/2547896321.htm",
    "date_publication": "2025-01-15T10:30:00",
    "categorie": {
        "id": "9",
        "nom": "Real estate sales"
    },
    "localisation": {
        "ville": "Bordeaux",
        "code_postal": "33000",
        "departement": "Gironde",
        "region": "Nouvelle-Aquitaine",
        "latitude": 44.8378,
        "longitude": -0.5792
    },
    "images": [
        "https://img.leboncoin.fr/api/v1/lbcpb1/images/..."
    ],
    "attributs": [
        {"cle": "rooms", "valeur": "3", "label": "3 rooms"},
        {"cle": "square", "valeur": "75", "label": "75 m²"}
    ]
}
```

### 📊 Data Export

After execution, download your data in the format of your choice:

- **JSON** - For development and API integration
- **CSV** - For Excel, Google Sheets, data analysis
- **XML** - Structured format for interoperability
- **Excel** - Native .xlsx format
- **HTML Table** - Ready-to-embed table for web pages
- **RSS** - Feed for news readers
- **JSONL** - JSON Lines, one record per line

### 💡 Tips

1. **Use filters on Leboncoin** - The more precise your search, the more relevant the data
2. **Proxy recommended** - Enable proxy to avoid blocking
3. **Large searches** - For searches with many results, scraping may take several minutes

### 🔒 Compliance

This scraper is intended for personal and research use. Respect Leboncoin's terms of service and applicable legislation regarding data scraping.

### 🆘 Support

Questions? Contact us via the Actor page or open an issue.

***

**Keywords**: leboncoin, scraper, real estate, listings, France, apartment, house, rental, sale, car, second-hand, data extraction, leboncoin API, leboncoin scraping, data extraction, web scraping, real estate France, French classifieds, classified ads

# Actor input Schema

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

Leboncoin search URL (copied from browser). Must start with https://www.leboncoin.fr/recherche?category=

## `maxPages` (type: `integer`):

Maximum number of pages to scrape (use 100 to get all results)

## `delayBetweenRequests` (type: `number`):

Pause between each request to avoid blocking

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

Residential proxy recommended to avoid blocking

## Actor input object example

```json
{
  "url": "https://www.leboncoin.fr/recherche?category=9&locations=r_12&price=min-90000&real_estate_type=2",
  "maxPages": 100,
  "delayBetweenRequests": 0.5,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

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

Dataset containing all scraped listings

# 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 = {
    "url": "https://www.leboncoin.fr/recherche?category=9&locations=r_12&price=min-90000&real_estate_type=2",
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("hexadata/leboncoin-scraper-unlimited").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 = {
    "url": "https://www.leboncoin.fr/recherche?category=9&locations=r_12&price=min-90000&real_estate_type=2",
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("hexadata/leboncoin-scraper-unlimited").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 '{
  "url": "https://www.leboncoin.fr/recherche?category=9&locations=r_12&price=min-90000&real_estate_type=2",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call hexadata/leboncoin-scraper-unlimited --silent --output-dataset

```

## MCP server setup

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

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/8IZBqRwydvtizSXTp/builds/Ah2DhAPOsfXeu5uIE/openapi.json