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Labour Market Statistics

by ContentWriterco · remote · no sign-in to list tools · v1.0.0 · published by GitHub user ContentWriterco

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

Read only
CompareRegistry entry

4 tools: 4 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http labour-market-statistics https://monit.ly/api/mcp/labour

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

4 tools

Only reads 4Claude Code: allow
  • get_datasetFull metadata for one dataset: description, source, period range, dimension labels, default view and covered countries.No findings

    Why it is in this group

    • The name "get_dataset" says "get": a word for reading.
    Description, as the server wrote it
    Full metadata for one dataset: description, source, period range, dimension labels, default view and covered countries.

    Annotations the server declares

    • title: Get dataset metadata
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_seriesTime series values for one country from a dataset (oldest first).No findings

    Why it is in this group

    • The name "get_series" says "get": a word for reading.
    Description, as the server wrote it
    Time series values for one country from a dataset (oldest first). Optionally pick a series by exact dimension values (from inspect_dataset) and a start period such as 2015, Q1/2015 or 01/2015.

    Annotations the server declares

    • title: Get time series
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • inspect_datasetShow one dataset's dimensions, default series and the latest few values for a country.No findings

    Why it is in this group

    • The name "inspect_dataset" says "inspect": a word for reading.
    Description, as the server wrote it
    Show one dataset's dimensions, default series and the latest few values for a country. Use after search_catalog to check the dataset fits before pulling the full series.

    Annotations the server declares

    • title: Inspect dataset
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • search_catalogFind official labour market datasets (Eurostat, OECD, World Bank, IMF, WHO, national statistics offices).No findings

    Why it is in this group

    • The name "search_catalog" says "search": a word for reading.
    Description, as the server wrote it
    Find official labour market datasets (Eurostat, OECD, World Bank, IMF, WHO, national statistics offices). Use first to get dataset ids. Optional country and source filters. Returns dataset cards, not values.

    Annotations the server declares

    • title: Search labour market statistics
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http labour-market-statistics https://monit.ly/api/mcp/labour

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__labour-market-statistics__search_catalog",
      "mcp__labour-market-statistics__inspect_dataset",
      "mcp__labour-market-statistics__get_dataset",
      "mcp__labour-market-statistics__get_series"
    ],
    "ask": [],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as labour-market-statistics. Review it before you use it.