SERP

About

This tool operates as a robust Model Context Protocol (MCP) server, designed to efficiently scrape Google SERP data. It incorporates advanced fingerprint rotation for each request, significantly reducing the likelihood of IP blocks and CAPTCHAs. Users can choose between a lightweight 'Lite mode' for basic organic results, or a comprehensive 'Full mode' to extract additional data like sitelinks, People Also Ask (PAA), related searches, and knowledge graph entries. It also supports precise geographic targeting with location encoding and validated country/language codes, making it ideal for localized search analysis and data collection.

Key Features

• Automatic fingerprint rotation per request for block resistance
• Two extraction modes: Lite (organic results only) and Full (sitelinks, PAA, knowledge graph)
• Precise location targeting via UULE format protobuf encoding
• Validated country and language code support
• Request blocking for efficiency (only Google search requests allowed)
• 3 GitHub stars

Use Cases

• Gathering specific organic search results for competitive analysis
• Performing localized searches for businesses or services in specific regions
• Monitoring search engine result pages for SEO performance tracking