Labour Market Statistics
What it does
Labour market statistics for AI agents: unemployment, employment and wages for 150+ countries.
- Connects Runs in the cloud
- Account or key No key needed
- Category Databases & datasets
Install
Pick the AI app you use, then copy the settings.
Passed 5/5 checks · What you ask goes through the maker’s server (monit.ly)
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude · about 2 min
No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
Open Claude’s Connectors page
CustomizeConnectors
Click “+ Add” → “Add custom connector” and fill in these 2 fields
Copy each value into the field with the same name in Claude, then click Continue
Name · NameLabour Market StatisticsRemote MCP server URL · Addresshttps://monit.ly/api/mcp/labourLeave Authentication as Claude detected it, then click Add
Turn it on in a chat
+ConnectorsLabour Market Statistics
Try it
Use Labour Market Statistics and tell me what you can do for me, then show me one thing✓ If Claude says it is using Labour Market Statistics or shows a Labour Market Statistics tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with ChatGPT on business plans only
ChatGPT Business, Enterprise or Edu on the web, added by a workspace admin or owner · On Free, Plus or Pro: your ChatGPT plan cannot connect MCP yet
Open ChatGPT’s add-MCP page on the web
Plugins+Add custom MCP server
Fill in the name and address
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Name · NameLabour Market StatisticsConnection · Addresshttps://monit.ly/api/mcp/labourPick Labour Market Statistics in a chat
Start a new chat and pick Labour Market Statistics from your plugins before typing
Try it
Use Labour Market Statistics and tell me what you can do for me, then show me one thing✓ If ChatGPT says it is using Labour Market Statistics or shows a Labour Market Statistics tool in the answer, you are connected
Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Claude Code · about 2 min
No key, nothing to install
Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Paste this command and press Enter
claude mcp add --transport http --scope user labour-market-statistics https://monit.ly/api/mcp/labourType /mcp in Claude Code
You should see Labour Market Statistics listed as connected
Try it
Use Labour Market Statistics and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Labour Market Statistics or shows a Labour Market Statistics tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 2 min
No key, nothing to install
Open the AI chat in Cursor in Agent mode
Try it
Use Labour Market Statistics and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Labour Market Statistics or shows a Labour Market Statistics tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 2 min
No key, nothing to install
Open the AI chat in VS Code in Agent mode
Try it
Use Labour Market Statistics and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Labour Market Statistics or shows a Labour Market Statistics tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
https://monit.ly/api/mcp/labourJSON settings are under “For developers” below
For developers: Terminal commands and JSON settings
Over the web
Claude Code
claude mcp add --transport http --scope user labour-market-statistics https://monit.ly/api/mcp/labourCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"labour-market-statistics": {
"url": "https://monit.ly/api/mcp/labour"
}
}
}VS Code (mcp.json)
{
"servers": {
"labour-market-statistics": {
"type": "http",
"url": "https://monit.ly/api/mcp/labour"
}
}
}These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
At a glance
Which apps can use it
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Related guides
What it can do
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
search_catalogFind 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_datasetShow 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_datasetFull metadata for one dataset: description, source, period range, dimension labels, default view and covered countries.
get_seriesTime 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.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 13, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account ContentWriterco, which owns the repo
- ✓ Pass
Still maintained
Code last changed 35 days ago
- ✓ Pass
Has a licence
Uses MIT
- ✓ Pass
- – Not applicable
Sign-in with OAuth
No sign-in needed
- ✓ Pass
No hidden instructions in tool descriptions
Read 4 tool descriptions and found no hidden instructions to the AI
Discussion
Ask, share a tip or report that it does not work. Sorted by what people marked helpful.
No posts yet. Be the first to ask or share.
Posts here are written by users, not the PopNx team.
User reviews
No reviews yet
Compared with others in Databases & datasetsi
- More stars than 0% of the other 1173 servers in this category
- Published to the registry more recently than 59% of the other 1173 servers in this category
- Basic checks equal to or better than 100% of the other 1173 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Labour Market Statistics safe?
It passed 5 of 5 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed 35 days ago, and the latest version (1.0.0) reached the registry 35 days ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT Business and above.
What can I use instead?
In the same category: Dbx, MCP Toolbox for Databases, MCP Toolbox for Databases
Others in the same category
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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/labourTools
| Tool | What it does |
|---|---|
search_catalog | Find labour market datasets by topic, country and source. |
inspect_dataset | Check country coverage, dimensions and the latest values. |
get_dataset | Dataset metadata and period range. |
get_series | Time 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-MCPNo 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