# Leboncoin MCP Server — French Marketplace for AI (`longanimous_bracken/leboncoin-scraper`) Actor

MCP Server for Leboncoin. AI-agent ready web scraping actor on Apify.

- **URL**: https://apify.com/longanimous\_bracken/leboncoin-scraper.md
- **Developed by:** [petteri mähönen](https://apify.com/longanimous_bracken) (community)
- **Categories:** E-commerce, MCP servers
- **Stats:** 3 total users, 2 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## 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/platform/actors/running/actors-in-store#pay-per-usage

## 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

## Leboncoin Scraper — France's Largest Classifieds

Scrape [Leboncoin.fr](https://www.leboncoin.fr) search results — France's #1 classifieds marketplace with 30M+ monthly visitors. Extract product details, prices, locations, seller info, and more.

### Features

- **14 output fields** — title, price, location, date, pro seller badge, urgency
- **Pay-per-result** — no monthly subscription
- **Playwright browser** — handles JavaScript-rendered content
- **Multi-page pagination** — scrape all results
- **Cookie consent handled automatically**
- **Proxy support** — StaticUS3 proxies

### Quick Start

#### 🇫🇷 iPhone 15 in France

```json
{
  "searchQuery": "iphone 15",
  "maxResults": 20,
  "maxPages": 1,
  "useProxy": true
}
```

#### 🇫🇷 Apartments for rent

```json
{
  "searchQuery": "appartement louer",
  "maxResults": 50,
  "maxPages": 3,
  "category": "10",
  "useProxy": true
}
```

### Input Parameters

| Field | Type | Default | Description |
|-------|------|---------|-------------|
| `searchQuery` | string | `"iphone 15"` | Search keyword |
| `maxResults` | integer | `30` | Max results per run |
| `maxPages` | integer | `1` | Number of search result pages |
| `category` | string | — | Category filter (optional) |
| `useProxy` | boolean | `true` | Use Apify proxy |

### Output Fields

| Field | Description |
|-------|-------------|
| `title` | Listing title |
| `price` | Price in EUR (numeric) |
| `priceString` | Formatted price text |
| `currency` | Currency (EUR) |
| `imageUrl` | Listing image |
| `location` | City/department |
| `datePosted` | Date of listing |
| `isProfessional` | Pro seller badge |
| `isUrgent` | Urgent listing flag |
| `url` | Direct listing URL |

### Pricing

**$1.00 / 1,000 results** — pay only for what you scrape.

### Support

- [Open an issue](https://apify.com/longanimous_bracken/leboncoin-scraper/issues)

# Actor input Schema

## `searchQuery` (type: `string`):

Search term to look for on Leboncoin.

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

Maximum number of results to return.

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

Number of search result pages to scrape.

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

Category filter (optional).

## `useProxy` (type: `boolean`):

Use Apify proxy for anti-bot protection.

## Actor input object example

```json
{
  "searchQuery": "iphone 15",
  "maxResults": 30,
  "maxPages": 1,
  "category": "",
  "useProxy": true
}
```

# Actor output Schema

## `listings` (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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("longanimous_bracken/leboncoin-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 = {}

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

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

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

```

## CLI example

```bash
echo '{}' |
apify call longanimous_bracken/leboncoin-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=longanimous_bracken/leboncoin-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/acts/OY7XKQ1LfVTSqEC9y/builds/PnVTd6ikW2aSugEGW/openapi.json