# Jobs MCP Server: Remote Jobs + Company Careers Pages (`rasareka/jobs-mcp`) Actor

MCP server for AI agents: search fresh remote jobs from 6 job boards, get job market reports with salary ranges, and list open roles at any company from Greenhouse, Lever, Ashby, Workable, SmartRecruiters or Workday careers pages.

- **URL**: https://apify.com/rasareka/jobs-mcp.md
- **Developed by:** [Rasa Reka](https://apify.com/rasareka) (community)
- **Features:** Limited permissions, Single-tenant, Server interface
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $10.00 / 1,000 25 jobs returneds

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Jobs MCP Server: Remote Jobs + Company Careers Pages

Give your AI agent live job data. Search **fresh remote jobs** aggregated and de-duplicated from 6 job boards, get a **job market report** (top hiring companies, in-demand skills, salary ranges), and list **every open role at a company** straight from its own careers page — Greenhouse, Lever, Ashby, Recruitee, Workable, SmartRecruiters and Workday. Works with Claude Desktop, Claude Code, Cursor, VS Code, n8n, LangChain and any MCP client.

### Tools

| Tool | What it does | Price |
|---|---|---|
| `search_remote_jobs` | Remote jobs from Remotive, Remote OK, We Work Remotely, Arbeitnow, Jobicy and Working Nomads. Filter by keywords, category, candidate location (USA, Europe, UK, LATAM, APAC, worldwide…), date, job type, salary-only. Cross-board duplicates merged. | $0.01 per 25 jobs |
| `remote_job_market_report` | For any search: matching jobs, jobs posted in last 7/30 days, top hiring companies, top skills/tags, seniority, locations, USD salary p25 / median / p75. | $0.02 / report |
| `get_company_jobs` | All open roles at one company from its ATS job board: title, department, location, remote/hybrid, salary (when published), date, apply URL, optional description. Accepts a careers URL, job-board URL, `ats:slug` or a slug like `stripe`. | $0.01 per 25 jobs |
| `list_job_sources` | Boards, categories and supported career-site systems. | Free |

No results, "company not found" and errors are **never charged**.

### Why this server

- **Two kinds of job data in one place:** the open market (remote boards) and direct-from-employer listings (careers pages), which are often posted there first.
- **Agent-friendly output:** compact JSON, descriptions only when you ask (truncated to the length you choose), newest first.
- **Fast:** the remote-jobs index is cached in memory and refreshed every 30 minutes, so searches after the first one return in milliseconds.
- **Public sources only:** official job-board APIs/feeds and public ATS job-board APIs. No login, no LinkedIn scraping.

### Example prompts

- "Find remote senior React jobs open to people in Europe posted this week, with salary."
- "What is the median salary for remote data engineering jobs right now, and which skills come up most?"
- "List all open engineering roles at Stripe in London."
- "Does Notion have any remote marketing jobs? Give me the apply links."
- "Compare how many open roles Spotify, Notion and Stripe have per department."

### Connect

MCP endpoint (Streamable HTTP):

```
https://rasareka--jobs-mcp.apify.actor/mcp
```

Authenticate with your Apify API token (Console → Settings → API & Integrations) as a Bearer header.

**Claude Desktop / Cursor / VS Code:**

```json
{
  "mcpServers": {
    "jobs": {
      "url": "https://rasareka--jobs-mcp.apify.actor/mcp",
      "headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" }
    }
  }
}
```

stdio-only clients:

```json
{
  "mcpServers": {
    "jobs": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://rasareka--jobs-mcp.apify.actor/mcp", "--header", "Authorization: Bearer YOUR_APIFY_TOKEN"]
    }
  }
}
```

**Claude Code:**

```bash
claude mcp add --transport http jobs https://rasareka--jobs-mcp.apify.actor/mcp --header "Authorization: Bearer YOUR_APIFY_TOKEN"
```

Or add the Actor `rasareka/jobs-mcp` to the Apify MCP server at `mcp.apify.com`.

### Example output

`get_company_jobs` with `{"company": "stripe", "query": "engineer", "limit": 3}` (shortened):

```json
{
  "company": "Stripe",
  "ats": "greenhouse",
  "careerPageUrl": "https://boards.greenhouse.io/stripe",
  "totalOpenJobs": 773,
  "matchingJobs": 506,
  "jobs": [{ "title": "…", "department": "…", "location": "…", "postedAt": "2026-11-10", "url": "https://stripe.com/jobs/search?gh_jid=…" }]
}
```

`remote_job_market_report` with `{"query": "python"}` (shortened): 193 matching jobs in the last 30 days, 109 in the last 7, top hiring companies, top tags and USD salary percentiles.

### Pricing

Pay per event: $0.01 per 25 jobs returned, $0.02 per market report, list_job_sources is free. A typical job-hunt session (a few searches + one report) costs **under $0.10**. Set a spending limit in Apify and the server stops charging when it is reached.

### Limits (honest)

- Remote boards are searched over the last 45 days; the index refreshes every 30 minutes.
- Companies must use a supported ATS with a public job board. Companies with their own custom careers systems are not supported (the tool tells you, free of charge).
- Workday search returns up to 50 roles per call and up to the first 400 matches are scanned for location filters.
- Salary stats only use jobs that publish a USD salary.

### FAQ

**Do I need accounts on the job boards?** No. Only an Apify account (free).

**Is it legal?** Only public job listings from official job-board APIs/feeds and public ATS job boards are used. Show each job with its link to the original source. You are responsible for how you use the data.

**Does a normal run do anything?** A normal (non-Standby) run does a quick self-test and exits. Use the Standby URL above for MCP.

# Actor input Schema

## Actor input object example

```json
{}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("rasareka/jobs-mcp").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {}

# Run the Actor and wait for it to finish
run = client.actor("rasareka/jobs-mcp").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{}' |
apify call rasareka/jobs-mcp --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,rasareka/jobs-mcp"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/AYHSDKiB0d3AEsHe6/builds/d01hcGcpTCw6bJ1XI/openapi.json