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LUSTAT Wages MCP Server

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"}

Related MCP server: mcp-csu

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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