# Adzuna MCP for AI Agents AI Agent Connect

> Adzuna lets your AI agent pull real-time job listings and labor market data from one of the world's largest job engines. Use it to track salary trends, find regional vacancy hotspots, and get accurate market rate estimates for specific roles across global markets.

## Overview
- **Category:** human-resources
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_XBwsRfpOIA8ok6UMtFo9Zzy5xKubftLrvOHkOcqi/ai-agent-connect
- **Tags:** job-search, salary-data, labor-market, employment-trends, career-insights

## Description

Adzuna lets your AI agent pull real-time job listings and labor market data from one of the world's largest job engines. It's a direct way to get the ground truth on what employers are doing right now without jumping between dozens of tabs or manually scraping websites. Instead of guessing if a salary is actually competitive or if a specific city is currently hiring, you can ask your agent to pull vacancy counts, salary distributions, and historical trends. It's about getting the actual numbers for your research and reports. When you connect this to your workflow via the Vinkius catalog, you stop hunting for data and start making decisions based on it. You can benchmark a new hire's pay, track competitor hiring volume, or see which companies are growing the fastest in a specific tech sector. You can see how the market has shifted over the last year or get a clear look at the most common pay brackets for any role. This moves the needle from "I think" to "I know" by putting global employment data into your immediate reach. You can drill down into regional insights to see where the highest demand for specific skills is located or identify the top hiring companies in any sector. It turns the messy process of labor market research into a simple conversation with your agent.

## Tools

### get_categories
Lists all available employment sectors. Use this to see which industries are currently supported.

### get_geodata
Shows job vacancy data for specific regions. This helps you identify geographic hiring hotspots.

### get_histogram
Provides salary distribution data in a visual format. It shows you the most common pay brackets.

### get_history
Pulls historical salary and vacancy trends over time. Use this to see how the market has moved.

### get_jobsworth
Predicts the market rate for a specific job title and description. It gives you a data-backed salary estimate.

### get_top_companies
Lists companies with the highest number of active job listings. This identifies the biggest hirers in a sector.

### get_version
Checks the current version of the Adzuna API. Use this to ensure your connection is up to date.

### search_jobs
Searches for live job advertisements based on keywords and filters. This pulls the latest listings for your agent.

## Prompt Examples

**Prompt:** 
```
What's the current salary range for a Project Manager in Austin, Texas?
```

**Response:** 
```
### Market Analysis: Project Manager (Austin, TX)

Based on current labor market data, here is the salary breakdown:

| Metric | Range/Value |
| :--- | :--- |
| **Average Salary** | $115,000 - $140,000 |
| **High End** | $165,000+ |
| **Market Demand** | High |

**Key Insights:**
*   **Salary Trend:** Stable growth over the last 6 months.
*   **Common Skills:** Agile, Scrum, Jira, Stakeholder Management.
*   **Top Hiring Sectors:** Tech, Construction, and Healthcare.
```

**Prompt:** 
```
Which companies are hiring the most for cybersecurity roles in the UK?
```

**Response:** 
```
### Top Hiring Companies: Cybersecurity (UK)

Here are the companies with the highest vacancy counts for cybersecurity roles:

1. **TechGuard Solutions** (42 active listings)
2. **SecureNet UK** (38 active listings)
3. **Sentinel Systems** (29 active listings)
4. **DataShield Corp** (25 active listings)

*Note: These numbers are based on real-time vacancy data from the Adzuna engine.*
```

**Prompt:** 
```
Can you show me a salary histogram for a Data Engineer in Berlin?
```

**Response:** 
```
### Salary Distribution: Data Engineer (Berlin)

Here is the distribution of offered salaries for Data Engineers in the Berlin area:

*   **$70k - $85k:** 15% (Entry/Mid-level)
*   **$85k - $105k:** 55% (Standard Market Rate)
*   **$105k - $130k:** 20% (Senior/Lead roles)
*   **$130k+:** 10% (Specialized/Niche roles)

**Summary:** The majority of roles fall within the $85k to $105k range, with a significant cluster for senior positions starting at $105k.
```

## Capabilities

### Search live job listings
Query active job advertisements by keyword, location, and salary requirements.

### View historical salary trends
Access data on how average salaries for specific roles have shifted over time.

### Get regional vacancy data
Identify which geographic areas have the highest demand for specific job skills.

### Identify top hiring companies
See which organizations are currently posting the highest volume of job advertisements.

### Predict market rate estimates
Get an estimated market salary for a job title based on real-time labor data.

## Use Cases

### Salary Benchmarking
An HR lead asks the agent to find the average salary for a Senior Dev in London to set a competitive budget using get_history.

### Market Research
A recruiter uses the agent to find which companies are hiring the most for React developers in the US using get_top_companies.

### Economic Analysis
An analyst asks for a vacancy histogram to see how many jobs are available in the manufacturing sector using get_histogram.

### Job Hunting
A candidate asks the agent to find remote marketing jobs paying over 80k in the UK using search_jobs.

## Benefits

- Stop guessing pay scales by using get_jobsworth to get real-time market rate estimates for any title.
- Track competitor hiring volume with get_top_companies to see who is actually growing in your sector.
- Spot regional demand shifts by pulling geodata with get_geodata to see where the jobs are.
- Analyze long-term trends using get_history to see how salaries have moved over the past several months.
- Get a clear picture of pay distribution using get_histogram to see the most common salary ranges.

## How It Works

The bottom line is you get instant access to global labor market facts without leaving your chat interface.

1. Subscribe to the Connector and grab your Adzuna App ID and Key.
2. Plug your credentials into your preferred AI client.
3. Ask your agent to pull job listings, salary histograms, or regional vacancy data.

## Frequently Asked Questions

**Can Adzuna MCP help me find remote jobs?**
Yes, it pulls live listings from across the globe, so you can ask your agent to filter for remote roles in any country.

**How does Adzuna MCP handle salary data?**
It provides both historical trends and real-time estimates so you can see how pay has changed over time.

**Can I use Adzuna MCP to see which companies are hiring?**
Yes, it identifies top-hiring companies based on their current vacancy counts in any sector.

**Is the data from Adzuna MCP up to date?**
The Connector pulls from live job listings and real-time labor market engines to ensure the info is current.

**Can Adzuna MCP help with regional job trends?**
It includes geodata tools that show you exactly which regions have the highest demand for specific skills.

**What is Adzuna MCP best for?**
It's best for anyone needing hard data on labor markets, including recruiters, HR pros, and career researchers.

**Can I see the distribution of salaries for a specific job title?**
Yes! Use the `get_histogram` tool with your keywords and country code to see the current salary distribution across the market.

**How do I find which companies are hiring the most in a certain sector?**
You can use the `get_top_companies` tool. Provide the country and optional keywords to get a leaderboard of the top five employers by vacancy count.

**Is it possible to estimate a salary for a job that doesn't have one listed?**
Absolutely. The `get_jobsworth` tool uses Adzuna's algorithms to estimate a salary based on the job title and description keywords you provide.