{
  "markdown": "# GTM Signals Aggregator MCP Server\n\n[![Smithery](https://smithery.ai/badge/mambabuilt/mcp-gtm-signals-aggregator)](https://smithery.ai/servers/mambabuilt/mcp-gtm-signals-aggregator) [![Glama score](https://glama.ai/mcp/servers/mambalabsdev/mcp-gtm-signals-aggregator/badges/score.svg)](https://glama.ai/mcp/servers/mambalabsdev/mcp-gtm-signals-aggregator) [![MCP Registry](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fregistry.modelcontextprotocol.io%2Fv0%2Fservers%3Fsearch%3Dcom.mambabuilt%252Fmcp-gtm-signals-aggregator%26limit%3D1&query=%24.servers%5B0%5D._meta%5B%22io.modelcontextprotocol.registry%2Fofficial%22%5D.status&label=mcp%20registry&color=blue)](https://registry.modelcontextprotocol.io/v0/servers?search=com.mambabuilt/mcp-gtm-signals-aggregator&limit=1) [![npm version](https://img.shields.io/npm/v/@mambalabsdev/mcp-gtm-signals-aggregator)](https://www.npmjs.com/package/@mambalabsdev/mcp-gtm-signals-aggregator) [![npm downloads](https://img.shields.io/npm/dm/@mambalabsdev/mcp-gtm-signals-aggregator)](https://www.npmjs.com/package/@mambalabsdev/mcp-gtm-signals-aggregator) [![license](https://img.shields.io/github/license/mambalabsdev/mcp-gtm-signals-aggregator)](https://github.com/mambalabsdev/mcp-gtm-signals-aggregator/blob/main/LICENSE) [![mcpservers.org](https://img.shields.io/badge/mcpservers.org-listed-blue)](https://mcpservers.org/servers/mambalabsdev/mcp-gtm-signals-aggregator)\n\nAn MCP server that rolls a company's go-to-market signals into one composite score. It wraps the Mamba Labs GTM Signals Aggregator actor on Apify and returns a Clay-ready flat JSON row to any MCP client.\n\n## What's Inside\n\n- [What it does](#what-it-does)\n- [Quick start](#quick-start)\n- [Prerequisites](#prerequisites)\n- [Example prompts](#example-prompts)\n- [Inputs](#inputs)\n- [Output](#output)\n- [Example output](#example-output)\n- [Features](#features)\n- [Full actor documentation](#full-actor-documentation)\n- [Mamba Labs GTM Suite](#mamba-labs-gtm-suite)\n- [License](#license)\n\n## What it does\n\nGive it a company domain and it runs hiring-signal and tech-stack detection together, then returns a single composite GTM score, a recommended action, and an optional plain-English summary. One call, one row, ready to drop into Clay, a CRM, or an AI agent workflow. All of the analysis runs on Apify. This package is a thin client that calls the actor and hands back the result.\n\n## Quick start\n\nYou need Node.js 18 or newer and an Apify account with an API token.\n\nAdd this to your Claude Desktop config:\n\n```json\n{\n  \"mcpServers\": {\n    \"mamba-gtm-signals\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@mambalabsdev/mcp-gtm-signals-aggregator\"],\n      \"env\": {\n        \"APIFY_TOKEN\": \"your-apify-token\"\n      }\n    }\n  }\n}\n```\n\nGet your token at https://console.apify.com/account/integrations, paste it in, and restart Claude Desktop. The `aggregate_gtm_signals` tool will be available.\n\n## Prerequisites\n\n- Node.js 18 or newer\n- An Apify account with an API token\n\n## Example prompts\n\n- \"Give me the overall GTM signal score for stripe.com.\"\n- \"How strong a GTM target is openai.com? Aggregate their signals.\"\n- \"Score figma.com on hiring and tech stack, and explain why.\"\n- \"Pull the composite GTM signal for datadoghq.com with a summary.\"\n\n## Inputs\n\n- `company_domain` (required): the bare company domain, no `https://` and no trailing slash. Example: `stripe.com`\n- `sources` (optional): which signals to aggregate: `hiring`, `tech_stack`, `funding`, `events`, `workplace`. Default `[\"hiring\", \"tech_stack\"]`. Each extra source is one more sub actor run on your own Apify account. The composite score is normalized over the sources you selected.\n- `include_summary` (optional): include a plain-English `gtm_signal_summary` in the output.\n- `explain_mode` (optional): if true, the summary becomes a longer, more detailed explanation.\n\n## Output\n\nThe tool returns the actor's flat JSON row for the scanned company, including the composite GTM score, a recommended action, the underlying hiring and tech-stack signals, and an optional summary. See the Apify Store page for the full output schema.\n\n## Example output\n\n```json\n{\n  \"company_domain\": \"notion.so\",\n  \"composite_signal\": \"strong\",\n  \"composite_score\": 82,\n  \"recommended_action\": \"prioritize\",\n  \"gtm_hiring_signal\": true,\n  \"signal_strength\": \"high\",\n  \"gtm_role_count\": 9,\n  \"crm_detected\": \"salesforce\",\n  \"tech_stack_signal\": \"high\",\n  \"gtm_tool_count\": 5,\n  \"run_date\": \"2026-05-28\"\n}\n```\n\n## Features\n\n- Combines hiring signals and tech stack detection in a single call\n- Flat row with composite_score, composite_signal, and recommended_action\n- Optional plain-English gtm_signal_summary\n- Designed for AI agent consumption\n\n## Full actor documentation\n\nThis server is a thin client and holds no analysis logic. For the complete input and output reference, pricing, and run history, see the Apify Store page:\n\nhttps://apify.com/mambalabs/b2b-buying-signals-hiring-tech-stack-intent-for-clay\n\n---\n\n## Mamba Labs GTM Suite\n\nThis 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.\n\n| Actor | Immutable Actor ID |\n|---|---|\n| [GTM Hiring Signal Scraper](https://console.apify.com/actors/D7O1SA2EqwHGsGr1P) | `D7O1SA2EqwHGsGr1P` |\n| [GTM Tech Stack Signal Enrichment](https://console.apify.com/actors/qyd7nNyqFPelQViBx) | `qyd7nNyqFPelQViBx` |\n| [GTM Signals Aggregator](https://console.apify.com/actors/xKdRfnfFNkdMpFuNs) | `xKdRfnfFNkdMpFuNs` |\n| [Job Board Keyword Signal Scanner](https://console.apify.com/actors/4DvqpvhMR74NLcDDY) | `4DvqpvhMR74NLcDDY` |\n| [Domain to LinkedIn URL Resolver](https://console.apify.com/actors/3HtnSaqPHOg1Qg5gx) | `3HtnSaqPHOg1Qg5gx` |\n| [ICP Fit Scorer](https://console.apify.com/actors/W161DT8W4kW55dMFh) | `W161DT8W4kW55dMFh` |\n| [Domain Deliverability Checker](https://console.apify.com/actors/0tVgxI7A6o9jMlxmc) | `0tVgxI7A6o9jMlxmc` |\n| [Company Firmographic Enricher](https://console.apify.com/actors/YlUtLWjfPpqykmB8g) | `YlUtLWjfPpqykmB8g` |\n| [Company Social Presence Mapper](https://console.apify.com/actors/4k6CCemkgBDz18m2h) | `4k6CCemkgBDz18m2h` |\n| [Company Identity Resolver](https://console.apify.com/actors/lr8fTRAmZCBZmuwwh) | `lr8fTRAmZCBZmuwwh` |\n| [Company Change-Event Feed](https://console.apify.com/actors/oX44rS0fkEJ3rXLWe) | `oX44rS0fkEJ3rXLWe` |\n| [Funding & Press Signal Scanner](https://console.apify.com/actors/FS13X6dhQVgX3XOM6) | `FS13X6dhQVgX3XOM6` |\n\n> Built by [Mamba Labs](https://github.com/mambalabsdev) | [npm](https://www.npmjs.com/org/mambalabsdev) | [Apify Store](https://apify.com/mambalabs)\n\n## License\n\nMIT\n\nBuilt by Mamba Labs. https://apify.com/mambalabs\n",
  "bytes": 6758,
  "sha": "09e419cbbee662f09b285f48fd1f5a22d4cae708cc1acf718579b0c6558d8e05",
  "repo_slug": "mambalabsdev/mcp-gtm-signals-aggregator",
  "fonte": "repo",
  "truncated": false,
  "api": "https://agentalog.com/api/listings/mcp_com_mambabuilt_mcp_gtm_signals_aggregato_7780056c/readme"
}