mcp-local-business-lead-builder

Local Business Lead Builder MCP Server

An MCP server for the Mamba Labs Local Business Lead Builder actor on Apify. Give it a business category and a place, or a search such as dentist in Austin, TX. Each run reads the public Google Maps search results and returns one row per business with website, phone, address, rating, and review count.

What's Inside

• What it does
• Quick start
• Prerequisites
• Example prompts
• Tool
• Inputs
• Pricing
• Your keys
• Full actor documentation
• License

What it does

Give queries (for example plumber in Austin, TX), or categories plus locations to search every pair. You get one row per business: name, Google place ID and Maps link, website and domain, phone in local and international format, full address with city, postal code, state, and country, latitude and longitude, categories, star rating, review count, and weekly hours. Each search ends with one free summary row with its counts. Filters for rating, reviews, website, and phone drop businesses before they are billed, and a business found by two searches is returned once. All of the work runs on Apify. This package is a thin client that starts the actor run, waits for it, and hands back the dataset rows.

Quick start

You need Node.js 18 or newer and an Apify account with an API token.

Add this to your Claude Desktop config (claude_desktop_config.json), Cursor, or any MCP client:

{
  "mcpServers": {
    "mamba-local-business-lead-builder": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-local-business-lead-builder"
      ],
      "env": {
        "APIFY_TOKEN": "your-apify-token"
      }
    }
  }
}

Restart the client. The build_local_business_leads tool appears.

Prerequisites

• Node.js 18 or newer.
• An Apify API token from console.apify.com/account/integrations, set as APIFY_TOKEN. The server lists its tool without a token; a call needs one.

Example prompts

• "Find 50 roofing contractors in Denver, CO with a website and at least 4 stars."
• "List dentists in Manchester, UK with their phone numbers and review counts."
• "Build a lead list of HVAC contractors in Austin, Dallas, and Houston, Texas."

Tool

build_local_business_leads. One tool. Example arguments:

{
  "categories": ["roofing contractor"],
  "locations": ["Denver, CO"],
  "max_places_per_query": "50",
  "require_website": "true",
  "min_rating": "4.0"
}

Inputs

Every buyer facing input of the actor, unchanged. Omitted inputs take the actor's own defaults. Numbers and booleans are sent as strings.

Input	Type	Description
queries	array	Searches, for example dentist in Austin, TX. Up to 100
categories	array	Business categories, searched in every location
locations	array	Places: a city with its state or country, a ZIP code, or a neighborhood
max_places_per_query	string	Place rows per search, 1 to 500. Default 20
min_rating	string	Keep businesses rated at or above this
min_reviews	string	Keep businesses with at least this many reviews
require_website	string	true or false. Default false
require_phone	string	true or false. Default false
dedupe	string	Skip repeats across searches. Default true
language	string	Two letter language code. Default en
country	string	Two letter country code for ranking. Default us
max_charge_usd	string	Optional cost cap for the run
proxy_mode	string	auto or residential. Default auto

Pricing

Pay per event on Apify, billed to your Apify account. Prices in USD.

Event	Free plan	Bronze	Silver	Gold
place-row, per business returned	$0.003	$0.00285	$0.0027	$0.00255
apify-actor-start, per run start	$0.0005	$0.0005	$0.0005	$0.0005

Search summary rows, blocked and error rows, filtered businesses, and skipped repeats are free.

Your keys

The actor needs no key. It reads the public Google Maps search results and holds no Google key or any other key. Proxy traffic adds nothing to your price: Mamba Labs pays the platform costs of the run. proxy_mode is a reliability setting.

Full actor documentation

apify.com/mambalabs/local-business-lead-builder

License

MIT. See LICENSE.