MCP server: One MCP server.

Labour Market Statistics

@contentwritercoMCP server · External

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

Freeno charge per call

One address for any MCP client. No sign-in needed on this server.

What it does

4 read

Grouped by tool name. At most: only reads or looks up information.

What it costs

Free

Odel charges nothing per call. The publisher may charge for its own service.

Tools

4 · grouped by tool name · checked 10 Oct 2026

Read · 4Look things up

  • search_catalog
  • inspect_dataset
  • get_dataset
  • get_series
Try it in the Inspector
README1 min read

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):

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

bash
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

Similar modules

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