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Local Business Lead Builder

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Local business leads from Google Maps: website, phone, address, rating, and reviews per business.

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About

Local business leads from Google Maps: website, phone, address, rating, and reviews per business.

README

Smithery Glama score MCP Registry npm version npm downloads license mcpservers.org

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

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

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.

from github.com/mambalabsdev/mcp-local-business-lead-builder

Install Local Business Lead Builder in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE
unyly install mcp-local-business-lead-builder

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add mcp-local-business-lead-builder --env APIFY_TOKEN="" -- npx -y @mambalabsdev/mcp-local-business-lead-builder

Step-by-step: how to install Local Business Lead Builder

FAQ

Is Local Business Lead Builder MCP free?

Yes, Local Business Lead Builder MCP is free — one-click install via Unyly at no cost.

Does Local Business Lead Builder need an API key?

Yes, it requires environment variables: APIFY_TOKEN. Unyly injects them into the config during install.

Is Local Business Lead Builder hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Local Business Lead Builder in Claude Desktop, Claude Code or Cursor?

Open Local Business Lead Builder on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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