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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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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

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'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

Every input the tool accepts, generated from the server's own tool list.

Input Type Required Description
company_domain string yes Bare company domain without https:// and without a trailing slash. Example: stripe.com
role_categories array of GTM, Engineering, Finance, Operations, Executive, Marketing, HR, CustomerSuccess, Data, Product, Legal, Design, Custom yes One or more role categories to scan for. Twelve categories plus Custom, which is used together with custom_keywords. Matching on the actor side is case insensitive and ignores separators, so customer_success and Customer Success both reach CustomerSuccess, and sales resolves to GTM.
custom_keywords array of string no Keyword strings to match when Custom is included in role_categories. Required only if Custom is requested.
enable_fallback boolean no If true, falls back to a pre-indexed job database when the live ATS cascade finds nothing.
previous_roles_detected string no Comma-separated matched role titles from a previous run, used to compute newly added or removed roles.
previous_run_date string no ISO date of the previous run, e.g. 2026-03-15. Used for tracking changes over time.
max_charge_usd number no Optional spending cap for this call, in USD. The actor stops before any charge that would take the run past this amount and keeps every row already charged.

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

Pricing

You pay per event on Apify, billed to your own Apify account. Prices from the live pricing record, read 2026-10-16:

Event Price per event (USD) Fires when
apify-default-dataset-item $0.05 on the Free plan, down to $0.0425 on higher Apify plans Single result in the default dataset.
apify-actor-start $0.00005 Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event).

The actor's Apify page carries the current prices. Running this server consumes Apify credits.

How each call runs

Each call starts the actor run, polls it until it finishes, then reads the dataset. The run is allowed 1,800 seconds. If the run is still going when this call stops waiting, the call returns the run id and a console link instead of a timeout, so the result is never lost.

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 one of 58 Mamba Labs MCP servers, each backed by a dedicated Apify actor and published under @mambalabsdev on npm. The ones closest to this server:

Actor Immutable Actor ID
GTM Hiring Signal Scraper D7O1SA2EqwHGsGr1P
Tech Stack Signal Detector 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 and Press Signal Scanner FS13X6dhQVgX3XOM6

To get twenty one of them in one install, use @mambalabsdev/mcp-gtm-suite.

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

Installing Job Board Keyword Signal Scanner

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/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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