scrapeless-mcp-server

scrapeless-mcp-server

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The Scrapeless MCP Server is designed to enhance LLM applications by integrating real-time Google SERP results. It acts as a bridge between LLMs and Google services, enabling effective AI workflows and search operations.

Scrapeless MCP Server

Model Context Protocol (MCP) facilitates integration between LLM applications and external data sources. The Scrapeless MCP server allows real-time Google SERP results integration into LLM applications. Key features include:

  • Integration with Google Search including Search, Flight, Map, and Jobs.
  • Tools such as the google-search tool for performing web searches.
  • Live MCP endpoints at mcp.so and glama.ai.

Tools

  • google-search: Perform web searches with parameters like query, gl for country code, and hl for language code.