Skip to content
mcp/skillhub

Labour Market Statistics MCP Server

by contentwritercoio.github.ContentWriterco/labour-market-statisticsv1.0.0

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

0remoteofficial registry

context tax

~663 tok/turn4 tools

security

pending

cold start

hosted

freshness

pending

Our reading of Labour Market Statistics, from the data

Labour Market Statistics is an MCP server from contentwriterco, listed in the official MCP Registry.

Its 4 tools add about 663 tokens to every model turn (measured 2026-10-19).

It runs as a hosted endpoint, so there is nothing to install.

Install Labour Market Statistics MCP server

Install in Claude Code

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

Remote endpoints

  • streamable-httphttps://monit.ly/api/mcp/labour

Context tax

Connecting this server adds ~663 tokens of tool definitions to every model turn (lean, 4 tools). Measured 2026-10-19 via its hosted endpoint; o200k tokenizer, worst case for clients that load all tools up front. How we measure

ModelPer 1,000 turnsWith prompt caching
Claude Opus 5.5$2.65$0.133
Claude Sonnet 5.5$1.33$0.133
Claude Haiku 5.5$0.066—

Input prices as of 2026-10-06. Excludes your own prompt and output.

Tools (4)

  • get_series244 tok

    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.

  • search_catalog180 tok

    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.

  • inspect_dataset94 tok

    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.

  • get_dataset65 tok

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

Freshness

Not enough public signals yet to judge maintenance.

  1. Last commit (default branch)

    2026-10-09 · 9d ago · GitHub

  2. Latest release

    2026-10-09 · 9d ago · GitHub · gemini-v1.0.0

  3. Package published

    no data · npm/PyPI

  4. Registry entry updated

    2026-10-09 · 9d ago · official registry · v1.0.0

FAQ

›How do I install the Labour Market Statistics MCP server in Claude Code?

Run: claude mcp add --transport http labour-market-statistics https://monit.ly/api/mcp/labour. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Labour Market Statistics require an API key?

No required environment variables are declared in its published metadata.

›Can I use Labour Market Statistics as a remote (hosted) MCP server?

Yes. It is a hosted MCP server; connect to its URL with any client that supports remote MCP.

›Is Labour Market Statistics in the official MCP registry?

Yes, as io.github.ContentWriterco/labour-market-statistics.

›How many tokens does Labour Market Statistics add to my context?

Its tool definitions total about 663 tokens, resent on every turn.

Sources and method

Official MCP Registry entry
updated 2026-10-09
GitHub repository
fetched 2026-10-19
Last checked against all sources
2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.