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Labour Market Statistics

Official registry Data and databases

Labour market statistics for AI agents: unemployment, employment and wages for 150+ countries.

Source code Website Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http labour-market-statistics 'https://monit.ly/api/mcp/labour'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "labour-market-statistics": {
            "type": "http",
            "url": "https://monit.ly/api/mcp/labour"
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. Labour Market Statistics MCP Server
  2. Tools
  3. Example prompts
  4. Authentication
  5. Setup
  6. About
  7. Gemini CLI
  8. Setup guides

Labour Market Statistics MCP Server

Unemployment, employment, wages and earnings, labour costs and social protection from Eurostat, OECD, the ILO, the World Bank and national statistics offices.

Remote MCP server (Streamable HTTP), read-only, hosted by Monitly.

https://monit.ly/api/mcp/labour

Tools

ToolWhat it does
search_catalogFind labour market datasets by topic, country and source.
inspect_datasetCheck country coverage, dimensions and the latest values.
get_datasetDataset metadata and period range.
get_seriesTime series for one country.

Example prompts

  • What is the unemployment rate in Spain?
  • How have average wages in Poland changed since 2010?
  • Compare youth unemployment across the EU.

Authentication

No account or key is needed. A fair-use daily limit applies; for higher volumes use the keyed Monitly MCP at https://monit.ly/mcp-docs.

Setup

Claude (claude.ai, Desktop): Settings → Connectors → Add custom connector → paste the URL above.

Cursor / VS Code / Windsurf (mcp.json):

{
  "mcpServers": {
    "labour-market-statistics": {
      "url": "https://monit.ly/api/mcp/labour"
    }
  }
}

ChatGPT: Settings → Apps → Developer mode → Create → paste the URL.

About

Part of the Monitly MCP family. Full Monitly catalog (100,000+ datasets, all topics): https://monit.ly/api/mcp/public.

Questions: info@monit.ly

Gemini CLI

gemini extensions install https://github.com/ContentWriterco/Labour-Market-Statistics-MCP

No account or key needed.

Setup guides

Step-by-step setup guides for Claude, ChatGPT, Gemini, Grok, Le Chat, Perplexity, Cursor, VS Code and Claude Code: https://monit.ly/mcp/connect

Frequently asked questions

What is Labour Market Statistics?

Labour market statistics for AI agents: unemployment, employment and wages for 150+ countries.

How do I install Labour Market Statistics?

It runs as a remote server. In Claude Code: claude mcp add --transport http labour-market-statistics 'https://monit.ly/api/mcp/labour'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does Labour Market Statistics need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is Labour Market Statistics open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains Labour Market Statistics?

It is published by ContentWriterco. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.