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: 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.

Best fit

80 made for this, ranked by starsRemoteLocal
  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. Statcan @arose26/statcan-mcpStatistics Canada's 8,200+ data tables: CPI, GDP, labour force, housing. No API key.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  13. US Macro @hgus107/us-macro-mcpUS macroeconomic data from FRED: inflation, employment, growth, housing, rates, recession signals.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  14. Sgdata @sypherin/sgdata-mcpSingapore government data for AI agents: ACRA, HDB, COE, URA, SingStat, MAS, IRAS. 87 tools.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  15. Seco Labor @malkreide/seco-labor-mcpSwiss labour market and occupational accidents: unemployment, job seekers, vacancies, UVG data4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  16. Kazi @gabrielmahia/kazi-mcpMCP server for jobs and employment coordination in East Africa (kazi = work)4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  17. Sputnikx Market @drivenbymyai-max/sputnikx-marketEU trade analytics, product catalog, orders, and heating fuel calculator for AI agents.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  18. GeraJobs @gera/mcp-gera-jobsSearch global job categories, real crawled salary benchmarks and country job markets. No auth.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  19. BLS @mrfentmen/bls-mcpUS labor statistics from BLS. No key required.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  20. Calcfi @jeresalmisto/calcfi-mcp24 free personal-finance + macro tools (mortgage, paycheck, tax, FRED, BLS) for LLM agents.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.

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