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Labour Market Statistics

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io.github.ContentWriterco/labour-market-statisticsv1.0.0

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

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

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get_dataset Read-only

Full metadata for one dataset: description, source, period range, dimension labels, default view and covered countries.

idinteger, required

Dataset id from search_catalog.

Tools

Labour Market Statistics MCP server | mcptry

get_dataset

Full metadata for one dataset: description, source, period range, dimension labels, default view and covered countries.

read-only

Argument	Type	Description
id*	integer	Dataset id from search_catalog.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "Dataset id from search_catalog."
    }
  },
  "additionalProperties": false
}

get_series

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.

read-only

Argument	Type	Description
id*	integer	Dataset id from search_catalog.
dim1	string	Optional exact value of dimension 1.
dim2	string	Optional exact value of dimension 2.
dim3	string	Optional exact value of dimension 3.
dim4	string	Optional exact value of dimension 4.
country	string	Country, e.g. 'Poland'. Defaults to the dataset's default country.
max_points	integer	Max points, most recent kept (default 200).
period_from	string	Optional first period to include, e.g. '2015'.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "Dataset id from search_catalog."
    },
    "dim1": {
      "type": "string",
      "description": "Optional exact value of dimension 1."
    },
    "dim2": {
      "type": "string",
      "description": "Optional exact value of dimension 2."
    },
    "dim3": {
      "type": "string",
      "description": "Optional exact value of dimension 3."
    },
    "dim4": {
      "type": "string",
      "description": "Optional exact value of dimension 4."
    },
    "country": {
      "type": "string",
      "description": "Country, e.g. 'Poland'. Defaults to the dataset's default country."
    },
    "max_points": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Max points, most recent kept (default 200)."
    },
    "period_from": {
      "type": "string",
      "description": "Optional first period to include, e.g. '2015'."
    }
  },
  "additionalProperties": false
}

inspect_dataset

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.

read-only

Argument	Type	Description
id*	integer	Dataset id from search_catalog.
country	string	Optional country, e.g. 'France'.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "Dataset id from search_catalog."
    },
    "country": {
      "type": "string",
      "description": "Optional country, e.g. 'France'."
    }
  },
  "additionalProperties": false
}

search_catalog

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.

read-only

Argument	Type	Description
limit	integer	Max results (default 8).
query*	string	What to find, e.g. 'unemployment rate' or 'GDP per capita'.
country	string	Optional country name to prefer datasets covering it, e.g. 'Germany'.
source_name	string	Optional source, e.g. 'Eurostat', 'OECD', 'World Bank', 'IMF'.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 16,
      "minimum": 1,
      "description": "Max results (default 8)."
    },
    "query": {
      "type": "string",
      "description": "What to find, e.g. 'unemployment rate' or 'GDP per capita'."
    },
    "country": {
      "type": "string",
      "description": "Optional country name to prefer datasets covering it, e.g. 'Germany'."
    },
    "source_name": {
      "type": "string",
      "description": "Optional source, e.g. 'Eurostat', 'OECD', 'World Bank', 'IMF'."
    }
  },
  "additionalProperties": false
}