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: 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.
  2. Number 2: 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.
  3. Number 3: ilostat-mcp-server@cyanheads/ilostat-mcp-serverSearch ILOSTAT labour indicators, query and compare series, build country profiles, run SQL.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.

Best fit

80 made for this, ranked by starsRemoteLocal
  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. Macroooracle @tooloracle/macroooracleMacroOracle US Macro Economic Intelligence MCP8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  10. Bls @pipeworx-io/blsBLS MCP — Bureau of Labor Statistics public data API (v2)5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  11. loc8n Geographic Data @gener8v-thomas/mcp-geographic-dataU.S. demographics, housing, mortgage, migration, and employment data via loc8n API7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  12. HireJack @tvlss/hirejack-mcpTech job market intelligence: jobs, companies, salaries, skill velocity, hiring trends.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  13. US Minimum Wage by Address and Date (bulk, Apify) @nero-engine/us-minimum-wage-fullBulk US minimum wage lookups by address, city or state and date, per lookup billing via Apify.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  14. Korea Company Headcount (National Pension 국민연금 가입자 수) @kr-data-api/korea-company-headcountMonthly headcount, hires and leavers of South Korean companies from National Pension dataNot assessed yet.A remote server; it needs your API key.
  15. VeritaHire Hiring Intelligence @veritahire/hiring-intelligenceFor employers: how a job posting compares with the market nearby, by competitor; hiring reports.9% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  16. AI Layoffs @ailayoffs/ai-layoffsSource-cited register of layoffs linked to AI, plus a live 0-100 AI job-loss index. No key.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  17. WARN Firehose — Labor Market Intelligence @sendkamal/warn-firehoseWARN layoffs, H-1B/LCA visas, SEC 8-K, bankruptcies, DOL claims & JOLTS for all 50 US states.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  18. Fairsession @atlasbyauro/fairsessionLive healthcare pay data: advertised ranges by role/state/city, offer checks, transparency scores.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  19. US Census Bureau Data @taru0208/us-census-mcp-serverQuery US Census Bureau data: demographics, economics, and housing statistics.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  20. US Economic Releases (CPI, Payrolls, Fed) — buy per-query in-session (fedwatch) @a2awire/data-fomc-cpi-fed-economic-releasesCPI, payrolls, unemployment, Fed statements. $0.05/query, free testnet funds in-session.15% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  21. Alion: jobs, employers and labour-market data @alion/alionVerified job postings from employer ATS boards, employer hiring signals and pay statistics.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.

Also touches on Salary & labor market data

59 where it is one part of a bigger job