Mcp Local Business Lead Builder

com.mambabuiltPublished by mambabuilt.comv1.0.1Updated Nov 7, 2026

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

VerifiedSTDIODesktop onlyWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

Builds local business lead lists from public Google Maps search results via an Apify actor, returning website, phone, address, rating and reviews per business.

What you can do
  • Search Google Maps for businesses by free-text queries or by category and location pairs
  • Return one row per business with name, place ID, Maps link, website and domain, phone, full address, coordinates, categories, rating, review count and weekly hours
  • Filter results by minimum rating, minimum reviews, and whether a website or phone is required
  • Deduplicate businesses found by more than one search and append a free summary row with counts
When to use it
Useful when you need a structured prospect or lead list of local businesses in specific places, such as contractors, dentists or roofers, filtered by rating, reviews or web presence, without scraping Google Maps yourself.
Requirements
Runs locally as an npm package over stdio, so it needs Node.js 18 or newer. Requires an Apify account and an Apify API token supplied in the APIFY_TOKEN environment variable; the tool is listed without a token but a call needs one. Network access to Apify is required.
Before you install
Runs are billed per event to your Apify account: a per-business place-row charge plus a per-run start charge, with optional max_charge_usd cost cap. The token grants access to your Apify account, so keep it out of shared configs. Results come from public Google Maps search data and are sent to Apify for processing.

Installation

In SourceWeft

  1. Open Mcp Local Business Lead Builder in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

Local Business Lead Builder MCP Server

[Glama score] [MCP Registry] [npm version] [npm downloads] [license] [mcpservers.org]

[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

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:

json
{  "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:

json
{  "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.

InputTypeDescription
queriesarraySearches, for example dentist in Austin, TX. Up to 100
categoriesarrayBusiness categories, searched in every location
locationsarrayPlaces: a city with its state or country, a ZIP code, or a neighborhood
max_places_per_querystringPlace rows per search, 1 to 500. Default 20
min_ratingstringKeep businesses rated at or above this
min_reviewsstringKeep businesses with at least this many reviews
require_websitestringtrue or false. Default false
require_phonestringtrue or false. Default false
dedupestringSkip repeats across searches. Default true
languagestringTwo letter language code. Default en
countrystringTwo letter country code for ranking. Default us
max_charge_usdstringOptional cost cap for the run
proxy_modestringauto or residential. Default auto

Pricing

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

EventFree planBronzeSilverGold
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.

Source: README.md at commit 7c44320

Tools

1

build_local_business_leads

Build local business leads

Build a local business lead list from the public Google Maps search results. Give queries such as dentist in Austin, TX, or categories plus locations to search every pair. Returns one row per business: name, Google place ID and Maps link, website and domain, phone, full address, latitude and longitude, categories, star rating, review count, and weekly hours, plus one free summary row per search with its counts. Filters for minimum rating, minimum reviews, website, and phone drop businesses before they are billed; a business found by two searches is returned once. Blocked or empty searches come back free with a row_status saying so. A run that does not succeed is returned as an error with its run ID. Read-only; requires an APIFY_TOKEN; Apify charges per business row returned.

Parametersdedupecountryquerieslanguagelocationscategoriesmin_ratingproxy_modemin_reviewsrequire_phonemax_charge_usdrequire_website+1 more

Version history

2
  1. v1.0.1LatestNov 5, 2026
  2. v1.0.0Oct 25, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts
  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts