This Python-based tool provides an MCP server that facilitates semantic search within Elasticsearch. It's designed to work with data indexed from Search Labs blog posts using Elastic Open Crawler. The server integrates seamlessly with Claude Desktop, allowing users to perform semantic searches and retrieve relevant information from the indexed blog content. The tool relies on Elasticsearch's ELSER model to enable semantic understanding of the content, providing more accurate search results compared to keyword-based approaches.