MCP 服务器

mcp-job-board-keyword-signal-scanner

Scans job boards for keyword patterns that indicate buying intent, technology adoption, or team expansion. Returns structured signal data for outbound targeting.

README

Job Board Keyword Signal Scanner MCP Server

An MCP server that scans a company's job board for the roles you care about. It wraps the Mamba Labs Job Board Keyword Signal Scanner actor on Apify and returns a Clay-ready flat JSON row to any MCP client.

What it does

Give it a company domain and a set of role categories, and it scans Greenhouse, Lever, Ashby, Workday, and Rippling for matching open roles. Pick from GTM, Engineering, Finance, Operations, Executive, or pass your own custom keywords. You get back a flat row of matched role counts and titles per category, ready for Clay, a CRM, or an AI agent workflow. All of the scanning runs on Apify. This package is a thin client that calls the actor and hands back the result.

Quick start

You need Node.js 18 or newer and an Apify account with an API token.

Add this to your Claude Desktop config:

{
  "mcpServers": {
    "mamba-job-board-scanner": {
      "command": "npx",
      "args": ["-y", "@mambalabsdev/mcp-job-board-keyword-signal-scanner"],
      "env": {
        "APIFY_TOKEN": "your-apify-token"
      }
    }
  }
}

Get your token at https://console.apify.com/account/integrations, paste it in, and restart Claude Desktop. The scan_job_board_keywords tool will be available.

Prerequisites

Node.js 18 or newer
An Apify account with an API token

Example prompts

"Is stripe.com hiring engineers? Scan their job board for Engineering roles."
"Check openai.com for GTM and Executive openings."
"Scan figma.com for Finance and Operations roles."
"Look for roles matching 'machine learning' and 'platform' at datadoghq.com using custom keywords."

Inputs

company_domain (required): the bare company domain, no https:// and no trailing slash. Example: stripe.com
role_categories (required): one or more of GTM, Engineering, Finance, Operations, Executive, Custom.
custom_keywords (optional): keyword strings to match when Custom is included.
enable_fallback (optional): fall back to a pre-indexed job database when the live ATS cascade finds nothing.
previous_roles_detected and previous_run_date (optional): pass a prior run's results to compute newly added or removed roles over time.

Output

The tool returns the actor's flat JSON row for the scanned company, including matched role counts and titles per requested category, the ATS platform detected, and optional change tracking. See the Apify Store page for the full output schema.

Example output

{
  "company_domain": "figma.com",
  "hiring_signal": true,
  "ats_platform": "greenhouse",
  "categories_searched": [
    "Engineering"
  ],
  "matched_role_count": 8,
  "signal_strength": "high",
  "top_matched_role": "Staff Engineer",
  "most_recent_posting_date": "2026-05-27",
  "run_date": "2026-05-28"
}

Features

Configurable role categories: GTM, Engineering, Finance, Operations, Executive, Custom
User-defined keyword arrays for custom scanning
Per-category counts via roles_by_category, with category-level signal scoring
Same ATS cascade as the Hiring Signal Scraper

Full actor documentation

This server is a thin client and holds no scanning logic. For the complete input and output reference, pricing, and run history, see the Apify Store page:

https://apify.com/mambalabs/job-board-keyword-signal-scanner

Mamba Labs GTM Suite

This is one of six actors in the Mamba Labs GTM Suite, covering hiring signals, tech stack detection, signal aggregation, job board keyword scanning, LinkedIn URL resolution, and ICP scoring. See them all at https://apify.com/mambalabs.