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Job Board Keyword Signal Scanner

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

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About

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

README

Smithery Glama score MCP Registry npm version npm downloads license mcpservers.org

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's Inside

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 server is part of the Mamba Labs GTM Suite, a fleet of twelve specialized MCP servers for go-to-market signal intelligence, each backed by a dedicated Apify actor.

Actor Immutable Actor ID
GTM Hiring Signal Scraper D7O1SA2EqwHGsGr1P
GTM Tech Stack Signal Enrichment qyd7nNyqFPelQViBx
GTM Signals Aggregator xKdRfnfFNkdMpFuNs
Job Board Keyword Signal Scanner 4DvqpvhMR74NLcDDY
Domain to LinkedIn URL Resolver 3HtnSaqPHOg1Qg5gx
ICP Fit Scorer W161DT8W4kW55dMFh
Domain Deliverability Checker 0tVgxI7A6o9jMlxmc
Company Firmographic Enricher YlUtLWjfPpqykmB8g
Company Social Presence Mapper 4k6CCemkgBDz18m2h
Company Identity Resolver lr8fTRAmZCBZmuwwh
Company Change-Event Feed oX44rS0fkEJ3rXLWe
Funding & Press Signal Scanner FS13X6dhQVgX3XOM6

Built by Mamba Labs | npm | Apify Store

License

MIT

Built by Mamba Labs. https://apify.com/mambalabs

from github.com/mambalabsdev/mcp-job-board-keyword-signal-scanner

Install Job Board Keyword Signal Scanner in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE
unyly install mcp-job-board-keyword-signal-scanner

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add mcp-job-board-keyword-signal-scanner -- npx -y @mambalabsdev/mcp-job-board-keyword-signal-scanner

FAQ

Is Job Board Keyword Signal Scanner MCP free?

Yes, Job Board Keyword Signal Scanner MCP is free — one-click install via Unyly at no cost.

Does Job Board Keyword Signal Scanner need an API key?

No, Job Board Keyword Signal Scanner runs without API keys or environment variables.

Is Job Board Keyword Signal Scanner hosted or self-hosted?

A hosted option is available: Unyly runs the server in the cloud, no local setup required.

How do I install Job Board Keyword Signal Scanner in Claude Desktop, Claude Code or Cursor?

Open Job Board Keyword Signal Scanner on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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