Google Maps Extractor MCP

AI-powered lead generation from Google Maps. Search businesses, enrich with emails/phones/socials, score leads, and export to CSV -- all from your AI agent.

Not just a scraper. A complete lead gen pipeline that replaces $200/month tools like Apollo and Hunter.io.

Why This Tool?

How It Works

Google Maps search
  --> Detail extraction (phone, website, address, rating)
    --> Website enrichment (emails, socials, tech stack)
      --> SERP ranking check (optional)
        --> LinkedIn company lookup (optional)
          --> Lead scoring (0-100)
            --> Export CSV/JSON

One command to your AI agent:

"Find me 20 dental clinics in Dubai with their emails and phone numbers, export as CSV"

Tools

search_businesses

Quick Google Maps search. Returns name, rating, address, category.

{"query": "restaurants", "location": "Dubai Marina", "max_results": 20}

find_leads (the main tool)

Search + enrich + score. Returns emails, phones, socials, tech stack, lead score.

{"query": "real estate agencies", "location": "Miami", "max_results": 20, "enrich": true}

Example output:

{
  "leads": [
    {
      "name": "Sunshine Realty Group",
      "lead_score": 85,
      "rating": 4.8,
      "review_count": 127,
      "phone": "+1 (305) 555-0123",
      "website": "https://sunshinerealty.com",
      "emails": ["john.smith@sunshinerealty.com", "info@sunshinerealty.com"],
      "social_links": {
        "linkedin": "https://linkedin.com/company/sunshine-realty",
        "instagram": "https://instagram.com/sunshinerealty",
        "facebook": "https://facebook.com/SunshineRealtyMiami"
      },
      "tech_stack": ["WordPress", "Google Analytics", "HubSpot"],
      "address": "1234 Brickell Ave, Miami, FL 33131",
      "maps_url": "https://maps.google.com/..."
    }
  ],
  "count": 20,
  "avg_score": 62.4,
  "enriched": true
}

generate_lead_report

Full pipeline with optional SERP ranking + LinkedIn company data.

{
  "query": "plumbers",
  "location": "London",
  "max_results": 15,
  "check_seo": true,
  "check_linkedin": false
}

get_business_details

Deep-dive on a single business.

{"maps_url": "https://maps.google.com/maps/place/..."}

get_reviews

Customer reviews for sentiment analysis.

{"maps_url": "...", "max_reviews": 50, "sort_by": "newest"}

export_leads

Export last results to CSV or JSON file.

{"format": "csv"}

CSV columns: lead_score, name, category, rating, review_count, phone, email, website, address, linkedin, facebook, instagram, twitter, tech_stack

Lead Scoring

Every lead gets a score from 0-100:

Leads are sorted by score -- highest quality first.

Website Enrichment

When enrich=true, the tool visits each business website and extracts:

• Emails: From homepage + /contact + /about pages. Ranked by quality (personal > role-based > generic). Filters out noreply@, postmaster@, etc.
• Social links: LinkedIn, Facebook, Instagram, Twitter/X, YouTube, TikTok
• Phone numbers: From tel: links and visible text
• Tech stack: WordPress, Shopify, Wix, React, HubSpot, Intercom, Zendesk, Google Analytics, and more

Results are cached for 24 hours to avoid re-scraping.

Cross-Server Integration

When sibling MCP servers from the BlackHole suite are installed:

• SERP Scraper: Checks if leads rank on Google for the search query
• LinkedIn Scraper: Pulls company data (size, industry, specialties)

Both are optional -- works standalone without them.

Performance

• Browser geolocation auto-matched to 30+ cities worldwide
• Concurrent enrichment (3 parallel websites)
• Retry with exponential backoff on failures
• 24-hour result cache to avoid redundant scraping
• Headless browser with stealth anti-detection

License

MIT

Quick Start

As MCP Server (Claude Desktop, Cursor, etc.)

Add to your MCP client config:

{
  "mcpServers": {
    "google-maps": {
      "command": "python",
      "args": ["/path/to/mcp-servers/google-maps/server.py"]
    }
  }
}

No API keys needed. Install dependencies:

pip install "mcp[cli]" playwright playwright-stealth
playwright install chromium

With Docker

docker build -t google-maps-mcp .
docker run google-maps-mcp