GTM Signals Aggregator

by mambalabsdev

286 downloads

Not rated

GitHub

About

Rolls hiring and tech-stack signals into a single go-to-market fit score for fast account prioritization. Part of the Mamba Labs signal toolkit.

Details

Author: mambalabsdev
Downloads: 286
Categories: Marketing, Other

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name GTM Signals Aggregator

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

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

JSON

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

JSON

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

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

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

JSON

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

JSON

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

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

From the repository

Install via npx and configure the APIFY_TOKEN environment variable in your Claude Desktop config. After restarting Claude, the aggregate_gtm_signals tool becomes available. Provide the target company domain (e.g., stripe.com) as the required input, and optionally request a plain‑English summary or detailed explanation.

`aggregate_gtm_signals`

Aggregate a company's GTM signals into one composite score. Runs hiring-signal and tech-stack detection in a single call and returns a flat, Clay-ready JSON row with a composite GTM score, a recommended action, and an optional plain-English summary. Read-only; requires an APIFY_TOKEN and consumes Apify credits per call.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

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

McpServers

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

GTM Signals Aggregator MCP Server

An 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.

What's Inside

- What it does
- Quick start
- Prerequisites
- Example prompts
- Inputs
- Output
- Example output
- Features
- Full actor documentation
- Mamba Labs GTM Suite
- License

What it does

Give 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.

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

Get your token at https://console.apify.com/account/integrations, paste it in, and restart Claude Desktop. The aggregate_gtm_signals tool will be available.

Prerequisites

- Node.js 18 or newer
- An Apify account with an API token

Example prompts

- "Give me the overall GTM signal score for stripe.com."
- "How strong a GTM target is openai.com? Aggregate their signals."
- "Score figma.com on hiring and tech stack, and explain why."
- "Pull the composite GTM signal for datadoghq.com with a summary."

Inputs

- company_domain (required): the bare company domain, no https:// and no trailing slash. Example: stripe.com
- include_summary (optional): include a plain-English gtm_signal_summary in the output.
- explain_mode (optional): if true, the summary becomes a longer, more detailed explanation.

Output

The 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.

Example output

{
  "company_domain": "notion.so",
  "composite_signal": "strong",
  "composite_score": 82,
  "recommended_action": "prioritize",
  "gtm_hiring_signal": true,
  "signal_strength": "high",
  "gtm_role_count": 9,
  "crm_detected": "salesforce",
  "tech_stack_signal": "high",
  "gtm_tool_count": 5,
  "run_date": "2026-05-28"
}

Features

- Combines hiring signals and tech stack detection in a single call
- Flat row with composite_score, composite_signal, and recommended_action
- Optional plain-English gtm_signal_summary
- Designed for AI agent consumption

Full actor documentation

This 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:

https://apify.com/mambalabs/b2b-buying-signals-hiring-tech-stack-intent-for-clay

---

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

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About

Details

Jump to

Setting up with Highlight

From the repository

aggregate_gtm_signals

Claude Desktop / Cursor

McpServers

GTM Signals Aggregator MCP Server

What's Inside

What it does

Quick start

Prerequisites

Example prompts

Inputs

Output

Example output

Features

Full actor documentation

Mamba Labs GTM Suite

License

Install

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`aggregate_gtm_signals`