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Company Firmographic Enricher MCP Server

README.md
# Company Firmographic Enricher MCP Server

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An MCP server that exposes the Mamba Labs Company Firmographic Enricher as a single tool. Install one package and give your MCP client a way to turn a company domain into structured firmographics, wrapping the Mamba Labs actor on Apify and returning Clay-ready flat JSON with source provenance.

## What's Inside

- [What it does](#what-it-does)
- [Quick start](#quick-start)
- [Prerequisites](#prerequisites)
- [Example prompts](#example-prompts)
- [Tool and inputs](#tool-and-inputs)
- [Full actor documentation](#full-actor-documentation)
- [Mamba Labs GTM Suite](#mamba-labs-gtm-suite)
- [License](#license)

## What it does

This server gives an AI client one tool:

- `enrich_company_firmographics`: enrich a company domain into employee band, industry, HQ, founded year, revenue estimate, logo, and description, parsed from the company's schema.org/Organization JSON-LD and HTML meta tags. Every record includes a `source_signals` array and a `data_completeness` score.

All of the work runs on Apify. This package is a thin client that routes the tool call to 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:

```json
{
  "mcpServers": {
    "company-firmographic-enricher": {
      "command": "npx",
      "args": ["-y", "@mambalabsdev/mcp-company-firmographic-enricher"],
      "env": {
        "APIFY_TOKEN": "your-apify-token"
      }
    }
  }
}
```

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

## Prerequisites

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

## Example prompts

- "Enrich stripe.com: employees, industry, HQ, founded year, and revenue estimate."
- "What firmographics can you find for gitlab.com, and how complete is the data?"
- "Pull company firmographics for these domains: stripe.com, gitlab.com, notion.so."
- "Find the employee band and HQ location for acme.com."

## Tool and inputs

`enrich_company_firmographics`:

- `domain` (string): bare company domain to enrich, e.g. stripe.com. Provide this or `domains`.
- `company_name` (string): optional company name, used as a fallback label when the page does not expose one.
- `domains` (array): list of bare domains for batch processing. Takes precedence over `domain`.
- `batchSize` (number): domains enriched concurrently per wave in batch mode. Default 5, maximum 10.
- `skipCache` (boolean): force a fresh enrichment and ignore the 7 day result cache.
- `failOnMostlyEmpty` (boolean): by default the run ends FAILED when more than half the rows resolve no firmographic field, and this tool then returns an error. The rows are still saved, each with `resolution_status` and `empty_reason`. Set false to end the run SUCCEEDED and get the rows back. Default true.
- `max_charge_usd` (optional): a cost cap in USD for this run. The actor stops before an item that could take its charges past this amount. Omit it to rely on the maximum cost per run set in Apify.

The tool starts the actor run and polls it to a finished status, so a long run is not cut off at 300 seconds. The run is allowed 1,800 seconds. If it is still going two minutes after that, the call stops waiting and returns the run ID with a link to it in the Apify Console, where the results land when it finishes. A run that does not succeed comes back as an error with its run ID and status.

## Pricing

Price per event on the Apify FREE plan, from the live pricing record; paid Apify plans pay less per event.

| Event | Price (USD) |
| --- | --- |
| Actor Start (`apify-actor-start`) | 0.00005 |
| result (`apify-default-dataset-item`) | 0.004 |

## Full actor documentation

For the complete input and output reference, pricing, and run history, see the Company Firmographic Enricher actor on the Apify Store (immutable actor ID `YlUtLWjfPpqykmB8g`):

https://apify.com/mambalabs/company-firmographic-enricher

---

## Mamba Labs GTM Suite

This server is part of the **Mamba Labs GTM Suite**, a fleet of 58 MCP servers for go-to-market data, each backed by a dedicated Apify actor. The table lists the actors the suite started with; every server is listed at https://mambabuilt.com.

| Actor | Immutable Actor ID |
|---|---|
| [GTM Hiring Signal Scraper](https://console.apify.com/actors/D7O1SA2EqwHGsGr1P) | `D7O1SA2EqwHGsGr1P` |
| [GTM Tech Stack Signal Enrichment](https://console.apify.com/actors/qyd7nNyqFPelQViBx) | `qyd7nNyqFPelQViBx` |
| [GTM Signals Aggregator](https://console.apify.com/actors/xKdRfnfFNkdMpFuNs) | `xKdRfnfFNkdMpFuNs` |
| [Job Board Keyword Signal Scanner](https://console.apify.com/actors/4DvqpvhMR74NLcDDY) | `4DvqpvhMR74NLcDDY` |
| [Domain to LinkedIn URL Resolver](https://console.apify.com/actors/3HtnSaqPHOg1Qg5gx) | `3HtnSaqPHOg1Qg5gx` |
| [ICP Fit Scorer](https://console.apify.com/actors/W161DT8W4kW55dMFh) | `W161DT8W4kW55dMFh` |
| [Domain Deliverability Checker](https://console.apify.com/actors/0tVgxI7A6o9jMlxmc) | `0tVgxI7A6o9jMlxmc` |
| [Company Firmographic Enricher](https://console.apify.com/actors/YlUtLWjfPpqykmB8g) | `YlUtLWjfPpqykmB8g` |
| [Company Social Presence Mapper](https://console.apify.com/actors/4k6CCemkgBDz18m2h) | `4k6CCemkgBDz18m2h` |
| [Company Identity Resolver](https://console.apify.com/actors/lr8fTRAmZCBZmuwwh) | `lr8fTRAmZCBZmuwwh` |
| [Company Change-Event Feed](https://console.apify.com/actors/oX44rS0fkEJ3rXLWe) | `oX44rS0fkEJ3rXLWe` |
| [Funding & Press Signal Scanner](https://console.apify.com/actors/FS13X6dhQVgX3XOM6) | `FS13X6dhQVgX3XOM6` |

> Built by [Mamba Labs](https://github.com/mambalabsdev) | [npm](https://www.npmjs.com/org/mambalabsdev) | [Apify Store](https://apify.com/mambalabs)

## License

MIT

Built by Mamba Labs. https://apify.com/mambalabs

TDQS

A4.5/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool, there is no ambiguity or overlap. The single tool has a clear, well-defined purpose.

Naming Consistency5/5

The single tool name 'enrich_company_firmographics' follows a clear verb_noun pattern, which is consistent within the set.

Tool Count4/5

One tool is slightly thin but appropriate for a narrow-scope server focused solely on enriching firmographics from a company domain. It covers the core functionality without unnecessary bloat.

Completeness4/5

For the stated purpose of enriching firmographics from a domain, the single tool covers the primary operation. Minor gaps like batch enrichment or caching are absent but not critical for a read-only enrichment service.

Maintenance

ActivityMaintained
ResponsivenessNo issues