MCP server · Research
GTM Hiring Signal Scraper MCP server
by mambalabsdev
Check any company's job board for sales and marketing roles, and get a clear hiring signal back.
This is a small helper that lets your AI look at a company's job board and tell you how hard they are hiring for go-to-market roles. Go-to-market means sales, marketing, and revenue operations jobs. It is handy if you work in sales, recruiting, or marketing and want to know which companies are growing their revenue teams right now.
What is an MCP server? The 30-second version
On its own, your AI can only chat with you. An MCP server is a small helper program that gives your AI a new skill or a connection to an app or service. This one connects your AI to a job board scanner for companies like Greenhouse, Lever, and Ashby, so the AI can look up hiring activity for you. You just ask in plain words, and the helper does the looking.
What this MCP server does
You give your AI a company domain, like stripe.com. The AI passes that to this helper, which runs a scan on Apify, a service that does the actual web scraping. The scan checks the company's job board for sales, marketing, and revenue operations roles. Then it hands back a tidy summary: which job system the company uses, how many GTM roles are open, and how strong the hiring signal looks.
Click to zoomWhat you can do with it
- Check if a company is hiring for sales or marketing roles right now
- Count how many go-to-market jobs a company has open
- See which job board system a company uses (Greenhouse, Lever, Ashby, and others)
- Get a signal strength read: high, medium, or low
- Spot the most senior GTM role a company is hiring for
- Filter the scan to specific role keywords you care about
- Get results in a flat format that drops straight into Clay or a CRM
Try asking your AI
- “Check if stripe.com is hiring for go-to-market roles right now.”
- “Scan openai.com for sales and revenue operations job postings.”
- “Is datadoghq.com ramping up GTM hiring? Use the GTM hiring scanner.”
- “Pull the GTM hiring signal for figma.com and list which roles are open.”
What it gives back to you
You get back a short, structured answer in the chat. It includes the company name, the job board system detected, the number of open GTM roles, a signal strength like high or medium, and the top role they are hiring for. If the company uses a job system this tool does not cover, you get a zero count and no error, so you know there was nothing to find.
Before you start
What you need
- Node.js 18 or newer installed on your computer
- An Apify account
- An Apify API token (a kind of password for apps; you get it free from your Apify account page)
Good to know
Each scan runs on Apify and may use your Apify account credits, so keep an eye on your usage.
Install it with your AI
Add GTM Hiring Signal Scraper MCP server to your AI, no technical skills needed
You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.
Sign in to get the install prompt
Members get a ready-made prompt that lets the Claude desktop app check GTM Hiring Signal Scraper MCP server, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.
Who it's for
Sales, marketing, and recruiting people who want to know which companies are actively growing their revenue teams.
