Salary & labor market data MCP servers

A server here wage and salary figures, employment or unemployment statistics, labor market data.

Not here: job boards, job search, hiring and payroll.

176servers
127 remote49 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: BLS OEWS@1102tools/bls-oews-mcpBLS Occupational Employment and Wage Statistics market wages, bundled; no API key. 8 tools.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.24 GitHub stars.
  2. Number 2: Singapore MCP by Olano@olano-ai/mcp-singaporeSingapore public data, transport, rail, property, business, economy, weather, and analytics.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.8 GitHub stars.
  3. Number 3: SCB@isakskogstad/scb-mcpMCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy, environment data6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.8 GitHub stars.

Best fit

80 made for this, ranked by starsRemoteLocal
  1. Australian Economic Data (ABS, RBA & APRA) @anthonypuggs/ausecon-mcp-serverAustralian economic data from the ABS, RBA, and APRA: CPI, GDP, cash rate, labour, and more.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.4 GitHub stars.
  2. New Caledonia @lacausecrypto/mcp-new-caledoniaMCP server for New Caledonia open data (data.gouv.nc)4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  3. ausdata.io — Australian Public Data @ausdata/ausdata-mcpAustralian public data (ABS, RBA, ATO + 6 more) via the ausdata.io gateway. Free tier, no card.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  4. Bls @cyanheads/bls-mcp-serverFetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  5. Blind @dheerajjha/blind-mcpWhat a role really pays, including markets where the employer publishes no range.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  6. Pay Bands @dheerajjha/payband-mcpWhat a role really pays, including markets where the employer publishes no range.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  7. ABS @ausdata/abs-mcpQuery the ABS in plain English — CPI, labour force, building approvals, migration, GDP.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  8. ILO Labour Statistics (ILOSTAT): unemployment, wages, informality @sidneybissoli/ilo-mcp-serverLabour market data from the ILO (ILOSTAT) by country, year, sex and age, with provenance.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  9. DataSaudi @mohsinmshabbir/datasaudi-mcpSaudi economic & social statistics (GASTAT/DataSaudi) in English or Arabic. Keyless, no database.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  10. Stat Ee @pipeworx-io/stat-eeStatistics Estonia (andmed.stat.ee) PxWeb MCP. Keyless.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  11. Scb Opendata @ashwinvis/scb-opendata-mcpStatistics Sweden’s open data made available as an MCP server, using Python and FastMCP3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  12. bls-labor-mcp-server @cyanheads/bls-labor-mcp-serverFetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  13. Labour Market Statistics @contentwriterco/labour-market-statisticsLabour market statistics for AI agents: unemployment, employment and wages for 150+ countries.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  14. Aussie Data @dylannnnn111/aussie-data-mcpMCP server that lets Claude query ABS, RBA and Sydney Opal (Commute Pulse) data directly.Not assessed yet.Runs on your machine, installed from npm.
  15. CheckMyPayRate @markopints34-tech/checkmypayrateSalary benchmarks for 20 countries and 13 sectors from OECD and Eurostat data.Not assessed yet.A remote server; no sign-in.
  16. Japan Minimum Wage @atushi1841/japan-minimum-wage-mcpJapan minimum wages for all 47 prefectures (MHLW data). Tools: lookup, history, trends.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.
  17. HN Hiring Trends @alialtunar/hn-hiring-trends-mcpSkill demand trends, salaries and job search from Hacker News Who is hiring threads. No API keys.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  18. Sputnik X — AI-Agent-Native Intelligence @sputnikx/marketSputnik X: 16 free MCP tools and EU Trade via authenticated REST and x402.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  19. Hr Compensation @thenextgennexus-io/hr-compensation-mcp-serverSearch H1B visa salaries, salary benchmarks, and job market data7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  20. LaborIQ Salary Data @laboriq/mcp-serverLaborIQ salary intelligence: US median salary by job title and location, plus forecasts for Pro.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  21. MTE: Relatório de Transparência Salarial @mcp-dir/mte-transparencia-salarial-mcpMTE: Relatório de Transparência Salarial, official-source lookup. Platform-hosted, pay per query wit10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.

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