mcp-local-leads

An MCP server (Model Context Protocol) that finds local businesses that appear on Google Maps but have no website — the most obvious prospect list there is if you sell websites, SEO or marketing to local businesses.

Ask Claude Desktop / Claude Code / Cursor / any MCP client:

"Find dental clinics without a website in Temuco, Chile and save them to a CSV."

and the AI calls this server, which queries Google Places API (New), paginates, drops duplicates by placeId and returns only the businesses whose websiteUri is empty.

• One file, zero dependencies. Standard library only, Python 3.9+ (tested in CI on 3.9, 3.12 and 3.13). No pip install, no Node, no build step.
• Narrow field mask (11 fields). Places bills by the fields you request, so asking for less costs less.
• Two tools: find_businesses_without_website and export_leads_csv.
• No scraping, no third-party data brokers. It reads the field Google already returns.

Install

One command — the published image (official MCP Registry: io.github.ellokillox/mcp-local-leads, image on GHCR for amd64 and arm64):

docker run -i --rm -e GOOGLE_PLACES_API_KEY=your_key ghcr.io/ellokillox/mcp-local-leads:1.0.0

…and in a client config:

{
  "mcpServers": {
    "local-leads": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "-e", "GOOGLE_PLACES_API_KEY=your_key",
               "ghcr.io/ellokillox/mcp-local-leads:1.0.0"]
    }
  }
}

No Docker — one file. Save server.py, get a Google Places API (New) key with billing enabled: https://console.cloud.google.com/google/maps-apis. Enable Places API (New).

Claude Desktop (claude_desktop_config.json, macOS ~/Library/Application Support/Claude/, Windows %APPDATA%\Claude\):

{
  "mcpServers": {
    "local-leads": {
      "command": "python3",
      "args": ["/ABSOLUTE/PATH/TO/server.py"],
      "env": { "GOOGLE_PLACES_API_KEY": "YOUR_KEY_HERE" }
    }
  }
}

Claude Code / any client that takes a stdio command:

GOOGLE_PLACES_API_KEY=your_key python3 server.py

Restart the client and the tools show up.

Docker (this is also how directory checks build it):

docker build -t mcp-local-leads .
docker run -i --rm -e GOOGLE_PLACES_API_KEY=your_key mcp-local-leads

-i keeps stdin open and there is no -t: an MCP stdio server speaks one JSON line per message, and a pseudo-TTY would corrupt it. The image is python:3.12-slim plus server.py — nothing to install, runs as an unprivileged user.

Tools

find_businesses_without_website

... View full README on GitHub