Serp MCP
SERP MCP Server is a Google search result crawler server based on the Model Context Protocol. It supports fingerprint rotation, location encoding, and streamlined mode, and can automatically extract data such as organic results and related searches.
2.5 points
7.7K

What is SERP MCP Server?

SERP MCP Server is a tool specifically designed to extract structured data from Google searches. It integrates with AI assistants (such as Claude) through the MCP protocol, allowing AI to directly access real-time search data. This tool automatically rotates browser fingerprints to avoid detection by Google and offers both streamlined and full data modes.

How to use SERP MCP Server?

You can use this tool through Claude Desktop, opencode, or other clients that support the MCP protocol. After installation, the AI assistant can directly call the search function to obtain the latest Google search results without manual copying and pasting.

Use cases

Suitable for researchers, content creators, market analysts, and developers who need real-time search data. This tool is particularly useful when you need an AI assistant to answer questions based on the latest information.

Main features

Automatic fingerprint rotation
Use a different browser fingerprint for each request to effectively avoid being recognized and restricted by Google
Streamlined mode
The streamlined mode only returns core search results, reducing data transfer by 50% and improving efficiency
Location-based search
Supports localized searches by city and region to obtain more relevant local results
Time filtering
Search results can be filtered by time ranges such as hours, days, weeks, months, and years
Multi-language support
Supports 78 Google language codes and 243 country/region codes
Structured data extraction
The full mode can extract structured data such as organic results, website links, knowledge graphs, and related searches
Advantages
๐Ÿ”„ Automatic fingerprint management: No manual configuration required, the system automatically handles anti-detection mechanisms
๐Ÿš€ Efficient data transfer: The streamlined mode reduces traffic by 50% and provides faster responses
๐ŸŒ Global coverage: Supports most countries and languages worldwide
๐Ÿ”’ Secure and reliable: Only allows access to Google searches to prevent abuse
๐Ÿค– AI-friendly: Designed specifically for AI assistants, returning structured data for easy processing
Limitations
๐Ÿ“ฑ Search-only: Can only obtain Google search data and does not support other websites
๐Ÿ”ง Requires configuration: Can only be used with MCP-compatible clients
๐Ÿ“Š Data limitations: Affected by changes in the Google search page structure
โฑ๏ธ Real-time performance: There is a slight delay in search results, not completely real-time

How to use

Install the tool
Select the installation method based on your AI client
Configure the client
Add server settings to your MCP client configuration file
Start searching
Use the search function directly through the AI assistant without additional operations

Usage examples

Academic research
Researchers need to obtain the latest papers and research results in a certain field
Local business search
Users need to find information about services or merchants in a specific area
Multi-language content creation
Content creators need to understand the latest trends in different language markets
Technical problem solving
Developers encounter technical problems and need the latest solutions

Frequently asked questions

Is this tool free?
Do I need a Google API key?
What is the difference between the streamlined mode and the full mode?
Which AI clients are supported?
Is there a limit to the search frequency?
How to set up location-based search?
Is the time range filtering accurate?
What should I do if I encounter an error?

Related resources

GitHub repository
Source code, issue tracking, and contribution guidelines
PyPI package page
Python package release and version information
Model Context Protocol
Official documentation for the MCP protocol
Claude Desktop
AI client supporting MCP
Sponsor: Quercle
Professional web scraping and search API services

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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