Job Market Intelligence MCP Server

Search jobs across Indeed and LinkedIn. Get salary data. See who is hiring and what skills are in demand. All from inside your AI assistant.

What This Does

You ask about a job title or role and this server goes out and finds real listings. Companies, salaries, locations, descriptions, apply links. Not aggregated summaries. Actual job postings.

Want to know what Data Engineers make in New York? Get real salary ranges from actual postings, not guesswork.

Want to see which companies are hiring the most right now? The hiring trends tool shows you who is ramping up and who has slowed down.

Want to know what skills to learn? See which technologies employers are actually asking for, ranked by demand.

This is an MCP (Model Context Protocol) server. Your AI assistant (Claude, GPT, or any MCP-compatible client) can call these tools directly in conversation. Ask "find data engineer jobs in New York" and your assistant does the search.

How It Works

1. Install this server in your MCP client (Claude Desktop, Cursor, or any MCP-compatible app)
2. Your AI assistant gets access to the tools below
3. Ask about jobs, salaries, or hiring trends
4. Results come back as structured data with apply links

No job boards to browse. No filters to set. Just ask.

Tools

search_jobs

Search for job listings by title, location, and other filters.

Example request:

{
  "title": "Data Engineer",
  "location": "New York",
  "limit": 3
}

Example response:

{
  "results": [
    {
      "title": "Senior Data Engineer",
      "company": "Amazon",
      "location": "New York, NY",
      "salary_min": 167000,
      "salary_max": 272000,
      "type": "Full-time",
      "posted": "2026-03-18",
      "description": "Design and build scalable data pipelines using Spark, Airflow, and AWS services...",
      "apply_url": "https://amazon.jobs/en/jobs/2878441",
      "source": "LinkedIn"
    },
    {
      "title": "Data Engineer",
      "company": "JPMorgan Chase",
      "location": "New York, NY",
      "salary_min": 145000,
      "salary_max": 210000,
      "type": "Full-time",
      "posted": "2026-03-15",
      "description": "Build and maintain data infrastructure for trading analytics...",
      "apply_url": "https://jpmorgan.com/careers/98234",
      "source": "Indeed"
    }
  ],
  "total_found": 1247
}

salary_insights

Get salary data for a role in a specific location. Shows ranges, averages, and how pay differs by experience level.

Example request:

{
  "title": "Data Engineer",
  "location": "New York"
}

Example response:

{
  "title": "Data Engineer",
  "location": "New York, NY",
  "salary": {
    "median": 185000,
    "p25": 152000,
    "p75": 235000,
    "min_seen": 110000,
    "max_seen": 310000
  },
  "by_experience": {
    "entry": { "median": 125000, "range": "110K-150K" },
    "mid": { "median": 180000, "range": "150K-220K" },
    "senior": { "median": 245000, "range": "200K-310K" }
  },
  "sample_size": 834
}

hiring_trends

See which companies are hiring the most for a given role or industry.

Example request:

{
  "title": "Data Engineer",
  "location": "New York",
  "period": "3months"
}

Example response:

{
  "title": "Data Engineer",
  "location": "New York, NY",
  "period": "last 3 months",
  "top_hiring_companies": [
    { "company": "Amazon", "open_roles": 34 },
    { "company": "JPMorgan Chase", "open_roles": 28 },
    { "company": "Google", "open_roles": 22 },
    { "company": "Meta", "open_roles": 19 },
    { "company": "Goldman Sachs", "open_roles": 15 }
  ],
  "total_listings": 1247,
  "trend": "up 18% vs prior 3 months"
}

skill_demand

See which skills and technologies are most requested for a given job title.

Example request:

{
  "title": "Data Engineer",
  "location": "New York"
}

Example response:

{
  "title": "Data Engineer",
  "location": "New York, NY",
  "top_skills": [
    { "skill": "Python", "mentioned_in": "89%" },
    { "skill": "SQL", "mentioned_in": "85%" },
    { "skill": "Apache Spark", "mentioned_in": "62%" },
    { "skill": "AWS", "mentioned_in": "58%" },
    { "skill": "Airflow", "mentioned_in": "45%" },
    { "skill": "Kafka", "mentioned_in": "38%" },
    { "skill": "dbt", "mentioned_in": "34%" },
    { "skill": "Snowflake", "mentioned_in": "31%" },
    { "skill": "Terraform", "mentioned_in": "22%" },
    { "skill": "Kubernetes", "mentioned_in": "18%" }
  ],
  "trending_up": ["dbt", "Kafka", "Terraform"],
  "trending_down": ["Hadoop", "Pig"]
}

Pricing

Tool	Cost
search_jobs	$0.008 per listing
salary_insights	$0.20 per query
hiring_trends	$0.15 per query
skill_demand	$0.15 per query

Pay per use. No monthly fees. No minimums.

Other OnetapStudio MCP Servers

• Lead Enrichment Pipeline - Find businesses on Google Maps and get emails, phones, and social profiles.
• Review & Reputation Intelligence - Pull reviews from Google, Yelp, and Trustpilot. Get sentiment scores and brand comparisons.
• E-Commerce Price Intelligence - Compare product prices across Amazon, Walmart, Target, eBay, and Best Buy.
• Competitive Intelligence - Monitor competitor websites, job postings, tech stacks, and social presence.