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GTM Signals Aggregator

@mambalabsdev

One call merges hiring intent and tech-stack detection into a single composite GTM score with a recommended next action. Part of the Mamba Labs signal toolkit.
Overview

What is GTM Signals Aggregator?

GTM Signals Aggregator is an MCP server that combines hiring intent and tech stack detection into one composite go-to-market score for any company domain. One call returns a scored, tiered result with a recommended next action, as a flat Clay-ready row. It wraps the Hiring Signal Scraper and Tech Stack Signal Enrichment into a single tool.

How to use GTM Signals Aggregator?

Pass a company domain to the server. It runs hiring detection and tech stack analysis together, then returns a single flat row with a composite GTM score, tier (A/B/C/D), and a recommended action. Configure it with your Apify token in the server config.

Key features of GTM Signals Aggregator

  • Combines hiring signals and tech stack detection in one call
  • Composite GTM score (0 to 100) with tier classification (A/B/C/D)
  • Recommended next action based on signal combination
  • Flat JSON output, no nested objects, ready for Clay column mapping
  • Backed by Apify for reliable, scalable runs

Use cases of GTM Signals Aggregator

  • Account prioritization: rank your entire target list by GTM readiness in one pass
  • Pipeline qualification: route A-tier accounts to reps, nurture B-tier, deprioritize C/D
  • Outbound triggers: fire sequences only when the composite score crosses a threshold
  • Clay enrichment: add a single GTM score column to any Clay table

FAQ from GTM Signals Aggregator

How is the score calculated? It weights hiring signal strength and tech stack fit into a single composite score. Companies actively hiring GTM roles with a sales-heavy tech stack score highest.

Do I need the individual tools installed too? No. The aggregator wraps both tools internally. One server, one call.

Do I need an Apify account? Yes. The server runs on Apify infrastructure. You need an Apify token, which you can get from a free Apify account.

Can I use this with Clay? Yes. The output is a flat JSON row designed for direct Clay column mapping.

Part of the Mamba Labs signal toolkit. See the full suite: https://github.com/mambalabsdev/mcp-gtm-suite.

Server Config

{
  "mcpServers": {
    "mamba-gtm-signals": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-gtm-signals-aggregator"
      ],
      "env": {
        "APIFY_TOKEN": "your-apify-token"
      }
    }
  }
}
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