Job Market Mcp Server

Gives your AI agent live access to Indeed job listings, Glassdoor salary data and company reviews, and H1B visa records from the DOL database. The server exposes six tools: search_jobs for pulling recent postings by role and location, salary_lookup for compensation benchmarks, h1b_search for LCA filings with actual paid wages, company_reviews for sentiment, hiring_velocity for tracking month-over-month posting trends, and top_employers for identifying active hirers. Useful when you need an AI copilot to answer compensation questions with real numbers instead of hallucinations, or when building recruiting tools that compare offers against visa data. Runs on Apify infrastructure at roughly $0.002 per tool call, so a typical multi-step research session costs a few cents.