Jobs and market data: France, Germany, Spain, Latin America
RemoteAbout Jobs and market data: France, Germany, Spain, Latin America
A remote MCP server for AI assistants that returns public job listings and market data from France, Germany, Spain and Latin America, alongside French movie and crowdfunding information. It bundles seven Apify Actors for regional job searches and related public data.
Key features
- 01French IT jobs and freelance missions
- 02German job listings
- 03Spanish job listings
- 04Jobs across five Latin American countries
- 05French freelance project listings
- 06French movie and crowdfunding data
Use cases
- 01Find regional jobs with salary or contract details
- 02Search French IT freelance rates and skills
- 03Review movie listings and ratings in France
- 04Explore crowdfunding goals and backer counts
MCP support
Exposes seven Apify Actors as tools through a remote MCP server using Streamable HTTP. Clients authenticate with an Apify account or bearer token.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://mcp.apify.com?tools=bibian/free-work-jobs-scraper,bibian/arbeitsagentur-jobs-scraper,bibian/infoempleo-jobs-scraper,bibian/latam-jobs-bumeran-scraper,bibian/codeur-projects-scraper,bibian/allocine-movies-scraper,bibian/kisskissbankbank-projects-scraperclaude mcp add --transport http morvanvivien-bibian-data https://mcp.apify.com?tools=bibian/free-work-jobs-scraper,bibian/arbeitsagentur-jobs-scraper,bibian/infoempleo-jobs-scraper,bibian/latam-jobs-bumeran-scraper,bibian/codeur-projects-scraper,bibian/allocine-movies-scraper,bibian/kisskissbankbank-projects-scraper{"mcpServers":{"morvanvivien-bibian-data":{"type":"http","url":"https://mcp.apify.com?tools=bibian/free-work-jobs-scraper,bibian/arbeitsagentur-jobs-scraper,bibian/infoempleo-jobs-scraper,bibian/latam-jobs-bumeran-scraper,bibian/codeur-projects-scraper,bibian/allocine-movies-scraper,bibian/kisskissbankbank-projects-scraper"}}}Open in Cursor{"servers":{"morvanvivien-bibian-data":{"type":"http","url":"https://mcp.apify.com?tools=bibian/free-work-jobs-scraper,bibian/arbeitsagentur-jobs-scraper,bibian/infoempleo-jobs-scraper,bibian/latam-jobs-bumeran-scraper,bibian/codeur-projects-scraper,bibian/allocine-movies-scraper,bibian/kisskissbankbank-projects-scraper"}}}Open in VS Code{"mcpServers":{"morvanvivien-bibian-data":{"type":"http","url":"https://mcp.apify.com?tools=bibian/free-work-jobs-scraper,bibian/arbeitsagentur-jobs-scraper,bibian/infoempleo-jobs-scraper,bibian/latam-jobs-bumeran-scraper,bibian/codeur-projects-scraper,bibian/allocine-movies-scraper,bibian/kisskissbankbank-projects-scraper"}}}{"mcpServers":{"morvanvivien-bibian-data":{"serverUrl":"https://mcp.apify.com?tools=bibian/free-work-jobs-scraper,bibian/arbeitsagentur-jobs-scraper,bibian/infoempleo-jobs-scraper,bibian/latam-jobs-bumeran-scraper,bibian/codeur-projects-scraper,bibian/allocine-movies-scraper,bibian/kisskissbankbank-projects-scraper"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
Details
From the project READMEJobs and market data MCP server
An MCP server that lets an AI assistant search public job postings and market data in the countries and sectors that the big English-language job APIs cover poorly: France, Germany, Spain, Latin America, plus French movie and crowdfunding data. It is a remote server hosted by Apify, exposing seven Actors maintained by bibian.
Tools
| Tool (Apify Actor) | What it returns |
|---|---|
| free-work-jobs-scraper | French IT jobs and freelance missions, with daily rates (TJM), skills and remote mode |
| arbeitsagentur-jobs-scraper | German postings from the Bundesagentur fuer Arbeit, with salary when disclosed |
| infoempleo-jobs-scraper | Spanish postings with salary range, region and contract type |
| latam-jobs-bumeran-scraper | Bumeran, Zonajobs, Laborum and sister sites: Argentina, Chile, Peru, Ecuador, Panama |
| codeur-projects-scraper | French freelance projects from Codeur.com with budget and brief |
| allocine-movies-scraper | Movies now playing in France, ratings, showtimes count |
| kisskissbankbank-projects-scraper | Crowdfunding projects: amount, goal, backers, dates |
No login on the source sites, public pages only, no personal data.
Connect
Server URL (Streamable HTTP, OAuth with your Apify account):
https://mcp.apify.com?tools=bibian/free-work-jobs-scraper,bibian/arbeitsagentur-jobs-scraper,bibian/infoempleo-jobs-scraper,bibian/latam-jobs-bumeran-scraper,bibian/codeur-projects-scraper,bibian/allocine-movies-scraper,bibian/kisskissbankbank-projects-scraper
Claude Desktop, Cursor, VS Code and any client that supports remote MCP servers:
{
"mcpServers": {
"bibian-data": {
"url": "https://mcp.apify.com?tools=bibian/free-work-jobs-scraper,bibian/arbeitsagentur-jobs-scraper,bibian/infoempleo-jobs-scraper,bibian/latam-jobs-bumeran-scraper,bibian/codeur-projects-scraper,bibian/allocine-movies-scraper,bibian/kisskissbankbank-projects-scraper"
}
}
}
The first connection opens an Apify sign-in. You can also send Authorization: Bearer <APIFY_TOKEN> if your client prefers a token.
Cost
Each Actor is billed per result on your Apify account, from $0.001 to $0.005 per result plus $0.01 per run start. A 50-result call costs about $0.07 to $0.30 depending on the Actor. Apify's free plan includes monthly credits.
Also available as REST APIs
Free-Work Jobs, German Jobs Arbeitsagentur, Spain Jobs Infoempleo, LatAm Jobs Bumeran, Codeur, AlloCine, KissKissBankBank on RapidAPI.
Notes
Unofficial tool, not affiliated with the sites it reads. Check each site's terms and the data protection rules that apply to your use.
License: MIT.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.