LUSTAT Wages MCP Server

LUSTAT Wages MCP Server

Provides monthly average wages data by NACE sector and education level for Luxembourg, enabling queries, comparisons, and trend analysis via natural language.

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README

LUSTAT Wages — Remote MCP Server (Railway)

Remote MCP server for LUSTAT DF_C1217: monthly average wages by NACE sector and education level (Luxembourg / STATEC).


Deploy to Railway — Step by Step

1. Create a GitHub repository

git init
git add .
git commit -m "Initial commit"
# Create a new repo on github.com, then:
git remote add origin https://github.com/YOUR_USERNAME/lustat-mcp.git
git push -u origin main

2. Deploy on Railway

  1. Go to https://railway.app and sign in (free account)
  2. Click New Project → Deploy from GitHub repo
  3. Select your lustat-mcp repository
  4. Railway auto-detects Node.js and deploys automatically

3. Set environment variables

In Railway dashboard → your project → Variables, add:

Variable Value Required
MCP_API_KEY any strong secret string Recommended
PORT (leave empty — Railway sets this) Auto

4. Get your public URL

In Railway dashboard → your project → Settings → Domains, click Generate Domain. You get a URL like:

https://lustat-mcp-production.up.railway.app

5. Test the deployment

# Health check (no auth needed)
curl https://lustat-mcp-production.up.railway.app/health

# Expected response:
# {"status":"ok","service":"lustat-mcp","dataset":"DF_C1217"}

Connect Claude Desktop to your remote MCP

Edit ~/Library/Application Support/Claude/claude_desktop_config.json (Mac) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "lustat-wages": {
      "url": "https://lustat-mcp-production.up.railway.app/mcp",
      "headers": {
        "x-api-key": "YOUR_MCP_API_KEY"
      }
    }
  }
}

Restart Claude Desktop. The LUSTAT tools are now available to anyone you share the URL and API key with — no local installation needed.


Available Tools

Tool Description
get_wage_data Time series by sector + education level
compare_sectors Rank all sectors by wage for a given year
compare_education Compare wages across education levels
list_codes List all valid filter codes

Example prompts in Claude

  • "Which sector pays the most in Luxembourg in 2022?"
  • "Show me wage trends in finance from 2010 to 2023"
  • "How much does a university degree affect wages in construction?"
  • "Compare wages across education levels overall"

NACE Sector Codes

Code Sector
_T Total all sectors
B-E Industry
F Construction
G Wholesale & retail
H Transportation
I Accommodation & food
J Information & communication
K Financial & insurance
L_N Real estate & professional services
M Scientific & technical
O Public administration
P Education
Q Health & social work
R_S Arts & other services

Education Codes

Code Level
A4 All levels
ED0_2 Primary & lower secondary (ISCED 0-2)
ED3_4 Upper secondary (ISCED 3-4)
ED5_8 Tertiary (ISCED 5-8)

Data Source

  • Provider: STATEC Luxembourg
  • API: https://lustat.statec.lu/rest/ (SDMX 2.1)
  • Dataflow: DF_C1217
  • Frequency: Annual
  • Coverage: 2010 – present
  • Unit: Monthly average gross wages, EUR

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