About
Outscraper Google Maps Data Extractor enables automated extraction of business listings, place details, and customer reviews from Google Maps through the Outscraper API. Key features: - Search for businesses and places with comprehensive details including contact information - Extract customer reviews with filtering by date, rating, and relevance - Enrich data with additional contact details through optional enrichment parameters - Support for multi-language searches and regional filtering for localized results - Automatic async processing for high-volume data extraction workflows
README
[](https://mseep.ai/app/jayozer-outscraper-mcp)
Outscraper MCP Server
[](https://smithery.ai/server/@jayozer/outscraper-mcp) [](https://pypi.org/project/outscraper-mcp/) [](https://www.python.org/downloads/)
A streamlined Model Context Protocol (MCP) server that provides access to Outscraper's Google Maps data extraction services. This server implements 2 essential tools for extracting Google Maps data with high reliability.
π Features
Google Maps Data Extraction
Advanced Capabilities
π¦ Installation
Installing via Smithery (Recommended)
To install the Outscraper MCP server for Claude Desktop automatically via Smithery:
npx -y @smithery/cli install outscraper-mcp --client claude
Installing via PyPI
# Using pip
pip install outscraper-mcpUsing uv (recommended)
uv add outscraper-mcpUsing uvx for one-time execution
uvx outscraper-mcp
Manual Installation
git clone https://github.com/jayozer/outscraper-mcp
cd outscraper-mcpUsing uv (recommended)
uv syncUsing pip
pip install -e .
π§ Configuration
Get Your API Key
1. Sign up at Outscraper 2. Get your API key from the profile pageSet Environment Variable
export OUTSCRAPER_API_KEY="your_api_key_here"
Or create a .env file:
OUTSCRAPER_API_KEY=your_api_key_here
π οΈ Client Configuration
Claude Desktop
Add to your claude_desktop_config.json:
Via Smithery (Automatic):
{
"mcpServers": {
"outscraper": {
"command": "npx",
"args": ["-y", "@smithery/cli", "run", "outscraper-mcp"],
"env": {
"OUTSCRAPER_API_KEY": "your_api_key_here"
}
}
}
}
Via Local Installation:
{
"mcpServers": {
"outscraper": {
"command": "uvx",
"args": ["outscraper-mcp"],
"env": {
"OUTSCRAPER_API_KEY": "your_api_key_here"
}
}
}
}
Via Manual Installation:
{
"mcpServers": {
"outscraper": {
"command": "uv",
"args": ["run", "python", "-m", "outscraper_mcp"],
"env": {
"OUTSCRAPER_API_KEY": "your_api_key_here"
}
}
}
}
Cursor AI
Automatic Installation with UVX (Recommended):
{
"mcpServers": {
"outscraper": {
"command": "uvx",
"args": ["outscraper-mcp"],
"env": {
"OUTSCRAPER_API_KEY": "your_api_key_here"
}
}
}
}
Manual Installation:
{
"mcpServers": {
"outscraper": {
"command": "outscraper-mcp",
"env": {
"OUTSCRAPER_API_KEY": "your_api_key_here"
}
}
}
}
> Note for Cursor Users: The configuration file is typically located at:
> - macOS: ~/Library/Application Support/Cursor/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
> - Windows: %APPDATA%\Cursor\User\globalStorage\saoudrizwan.claude-dev\settings\cline_mcp_settings.json
> - Linux: ~/.config/Cursor/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
π οΈ Tools Reference
google_maps_search
Search for businesses and places on Google Maps# Parameters:
query: str # Search query (e.g., 'restaurants brooklyn usa')
limit: int = 20 # Number of results (max: 400)
language: str = "en" # Language code
region: str = None # Country/region code (e.g., 'US', 'GB')
drop_duplicates: bool = False # Remove duplicate results
enrichment: List[str] = None # Additional services ['domains_service', 'emails_validator_service']
google_maps_reviews
Extract reviews from Google Maps places ```pythonParameters:
query: str # Place query, place ID, or business name reviews_limit: int = 10 # Number of reviews per plRelated MCP Servers
AI Research Assistant
hamid-vakilzadeh
AI Research Assistant provides comprehensive access to millions of academic papers through the Semantic Scholar and arXiv databases. This MCP server enables AI coding assistants to perform intelligent literature searches, citation network analysis, and paper content extraction without requiring an API key. Key features include: - Advanced paper search with multi-filter support by year ranges, citation thresholds, field of study, and publication type - Title matching with confidence scoring for finding specific papers - Batch operations supporting up to 500 papers per request - Citation analysis and network exploration for understanding research relationships - Full-text PDF extraction from arXiv and Wiley open-access content (Wiley TDM token required for institutional access) - Rate limits of 100 requests per 5 minutes with options to request higher limits through Semantic Scholar
Linkup
LinkupPlatform
Linkup is a real-time web search and content extraction service that enables AI assistants to search the web and retrieve information from trusted sources. It provides source-backed answers with citations, making it ideal for fact-checking, news gathering, and research tasks. Key features of Linkup: - Real-time web search using natural language queries to find current information, news, and data - Page fetching to extract and read content from any webpage URL - Search depth modes: Standard for direct-answer queries and Deep for complex research across multiple sources - Source-backed results with citations and context from relevant, trustworthy websites - JavaScript rendering support for accessing dynamic content on JavaScript-heavy pages
Math-MCP
EthanHenrickson
Math-MCP is a computation server that enables Large Language Models (LLMs) to perform accurate numerical calculations through the Model Context Protocol. It provides precise mathematical operations via a simple API to overcome LLM limitations in arithmetic and statistical reasoning. Key features of Math-MCP: - Basic arithmetic operations: addition, subtraction, multiplication, division, modulo, and bulk summation - Statistical analysis functions: mean, median, mode, minimum, and maximum calculations - Rounding utilities: floor, ceiling, and nearest integer rounding - Trigonometric functions: sine, cosine, tangent, and their inverses with degrees and radians conversion support